Import Libraries¶

In [1]:
import pandas as pd
import numpy as  np
import requests 
import tweepy
import os
import json
import re
import time
import warnings

import matplotlib.pyplot as plt
%matplotlib inline

import seaborn as sns
sns.set_style('whitegrid')

import plotly 
import plotly.express as px
import plotly.graph_objs as go
import plotly.offline as py
from plotly.offline import iplot
from plotly.subplots import make_subplots
import plotly.figure_factory as ff

Enhanced Twitter Archive¶

In [2]:
twit_arc = pd.read_csv('twitter-archive-enhanced.csv')

Tweet Image Predictions¶

In [3]:
url = "https://d17h27t6h515a5.cloudfront.net/topher/2017/August/599fd2ad_image-predictions/image-predictions.tsv"
response = requests.get(url)

with open('image_predictions.tsv', mode='wb') as file:
    file.write(response.content)
image_predictions=pd.read_csv('image_predictions.tsv', sep='\t')

Twitter API¶

In [4]:
import tweepy
from tweepy import OAuthHandler
import json
from timeit import default_timer as timer

consumer_key= ''
consumer_secret=''
access_token=''
access_secret=''

# authorization of consumer key and consumer secret
auth=OAuthHandler('u7DV90CjkGigqXurSyh8PxvoH','6sy6GAnQgDEI6mjDooZFewLUPeSyXntbv4QWAEDxVhAtqh3fW0')

# set access to user's access key and access secret 
auth.set_access_token('1516391561218646018-eI5XsZIK16oCNaKGsbBzWSDMhRfJez','Sb0KmtqEFmucvqAbdBoG23V4kfaknyXdN268RY37sGDfA')

# calling the api 
api= tweepy.API(auth, wait_on_rate_limit= True)
print(api)

test=[]

tweet_ids=list(twit_arc.tweet_id)
with open ('tweet_json.txt', 'w') as outfile:
    for tweet_id in tweet_ids:
        try:
            tweet=api.get_status(tweet_id,tweet_mode='extended')
            x={'tweet_id':tweet.id,'retweet_count':tweet.retweet_count,
           'favourite_count':'tweet.favourite_count'}
            test.append(x)
            json.dump(tweet._json, outfile)
            outfile.write('\n')
        except tweepy.TweepyException as e:
           #print ("Fail", e)
            pass

<tweepy.api.API object at 0x000001FA008703D0>

Rate limit reached. Sleeping for: 351
In [5]:
tweets_info = []

with open ('tweet_json.txt') as file:
    for line in file:
        tweets_info.append(json.loads(line))
In [6]:
for i in range(0,len(tweets_info)):
    print(tweets_info[i])

{'created_at': 'Tue Aug 01 16:23:56 +0000 2017', 'id': 892420643555336193, 'id_str': '892420643555336193', 'full_text': "This is Phineas. He's a mystical boy. Only ever appears in the hole of a donut. 13/10 https://t.co/MgUWQ76dJU", 'truncated': False, 'display_text_range': [0, 85], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 892420639486877696, 'id_str': '892420639486877696', 'indices': [86, 109], 'media_url': 'http://pbs.twimg.com/media/DGKD1-bXoAAIAUK.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DGKD1-bXoAAIAUK.jpg', 'url': 'https://t.co/MgUWQ76dJU', 'display_url': 'pic.twitter.com/MgUWQ76dJU', 'expanded_url': 'https://twitter.com/dog_rates/status/892420643555336193/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 540, 'h': 528, 'resize': 'fit'}, 'small': {'w': 540, 'h': 528, 'resize': 'fit'}, 'large': {'w': 540, 'h': 528, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 892420639486877696, 'id_str': '892420639486877696', 'indices': [86, 109], 'media_url': 'http://pbs.twimg.com/media/DGKD1-bXoAAIAUK.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DGKD1-bXoAAIAUK.jpg', 'url': 'https://t.co/MgUWQ76dJU', 'display_url': 'pic.twitter.com/MgUWQ76dJU', 'expanded_url': 'https://twitter.com/dog_rates/status/892420643555336193/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 540, 'h': 528, 'resize': 'fit'}, 'small': {'w': 540, 'h': 528, 'resize': 'fit'}, 'large': {'w': 540, 'h': 528, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 6965, 'favorite_count': 33677, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Tue Aug 01 00:17:27 +0000 2017', 'id': 892177421306343426, 'id_str': '892177421306343426', 'full_text': "This is Tilly. She's just checking pup on you. Hopes you're doing ok. If not, she's available for pats, snugs, boops, the whole bit. 13/10 https://t.co/0Xxu71qeIV", 'truncated': False, 'display_text_range': [0, 138], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 892177413194625024, 'id_str': '892177413194625024', 'indices': [139, 162], 'media_url': 'http://pbs.twimg.com/media/DGGmoV4XsAAUL6n.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DGGmoV4XsAAUL6n.jpg', 'url': 'https://t.co/0Xxu71qeIV', 'display_url': 'pic.twitter.com/0Xxu71qeIV', 'expanded_url': 'https://twitter.com/dog_rates/status/892177421306343426/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1055, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 598, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1407, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 892177413194625024, 'id_str': '892177413194625024', 'indices': [139, 162], 'media_url': 'http://pbs.twimg.com/media/DGGmoV4XsAAUL6n.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DGGmoV4XsAAUL6n.jpg', 'url': 'https://t.co/0Xxu71qeIV', 'display_url': 'pic.twitter.com/0Xxu71qeIV', 'expanded_url': 'https://twitter.com/dog_rates/status/892177421306343426/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1055, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 598, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1407, 'h': 1600, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 5269, 'favorite_count': 29216, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon Jul 31 00:18:03 +0000 2017', 'id': 891815181378084864, 'id_str': '891815181378084864', 'full_text': 'This is Archie. He is a rare Norwegian Pouncing Corgo. Lives in the tall grass. You never know when one may strike. 12/10 https://t.co/wUnZnhtVJB', 'truncated': False, 'display_text_range': [0, 121], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 891815175371796480, 'id_str': '891815175371796480', 'indices': [122, 145], 'media_url': 'http://pbs.twimg.com/media/DGBdLU1WsAANxJ9.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DGBdLU1WsAANxJ9.jpg', 'url': 'https://t.co/wUnZnhtVJB', 'display_url': 'pic.twitter.com/wUnZnhtVJB', 'expanded_url': 'https://twitter.com/dog_rates/status/891815181378084864/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 891815175371796480, 'id_str': '891815175371796480', 'indices': [122, 145], 'media_url': 'http://pbs.twimg.com/media/DGBdLU1WsAANxJ9.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DGBdLU1WsAANxJ9.jpg', 'url': 'https://t.co/wUnZnhtVJB', 'display_url': 'pic.twitter.com/wUnZnhtVJB', 'expanded_url': 'https://twitter.com/dog_rates/status/891815181378084864/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3463, 'favorite_count': 21965, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Sun Jul 30 15:58:51 +0000 2017', 'id': 891689557279858688, 'id_str': '891689557279858688', 'full_text': 'This is Darla. She commenced a snooze mid meal. 13/10 happens to the best of us https://t.co/tD36da7qLQ', 'truncated': False, 'display_text_range': [0, 79], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 891689552724799489, 'id_str': '891689552724799489', 'indices': [80, 103], 'media_url': 'http://pbs.twimg.com/media/DF_q7IAWsAEuuN8.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DF_q7IAWsAEuuN8.jpg', 'url': 'https://t.co/tD36da7qLQ', 'display_url': 'pic.twitter.com/tD36da7qLQ', 'expanded_url': 'https://twitter.com/dog_rates/status/891689557279858688/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 891689552724799489, 'id_str': '891689552724799489', 'indices': [80, 103], 'media_url': 'http://pbs.twimg.com/media/DF_q7IAWsAEuuN8.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DF_q7IAWsAEuuN8.jpg', 'url': 'https://t.co/tD36da7qLQ', 'display_url': 'pic.twitter.com/tD36da7qLQ', 'expanded_url': 'https://twitter.com/dog_rates/status/891689557279858688/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 7190, 'favorite_count': 36771, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Mon Jul 24 17:02:04 +0000 2017', 'id': 889531135344209921, 'id_str': '889531135344209921', 'full_text': "This is Stuart. He's sporting his favorite fanny pack. Secretly filled with bones only. 13/10 puppared puppo #BarkWeek https://t.co/y70o6h3isq", 'truncated': False, 'display_text_range': [0, 118], 'entities': {'hashtags': [{'text': 'BarkWeek', 'indices': [109, 118]}], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 889531127467266049, 'id_str': '889531127467266049', 'indices': [119, 142], 'media_url': 'http://pbs.twimg.com/media/DFg_2PVW0AEHN3p.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DFg_2PVW0AEHN3p.jpg', 'url': 'https://t.co/y70o6h3isq', 'display_url': 'pic.twitter.com/y70o6h3isq', 'expanded_url': 'https://twitter.com/dog_rates/status/889531135344209921/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 889531127467266049, 'id_str': '889531127467266049', 'indices': [119, 142], 'media_url': 'http://pbs.twimg.com/media/DFg_2PVW0AEHN3p.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DFg_2PVW0AEHN3p.jpg', 'url': 'https://t.co/y70o6h3isq', 'display_url': 'pic.twitter.com/y70o6h3isq', 'expanded_url': 'https://twitter.com/dog_rates/status/889531135344209921/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 1873, 'favorite_count': 13305, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Wed Jul 19 03:39:09 +0000 2017', 'id': 887517139158093824, 'id_str': '887517139158093824', 'full_text': "I've yet to rate a Venezuelan Hover Wiener. This is such an honor. 14/10 paw-inspiring af (IG: roxy.thedoxy) https://t.co/20VrLAA8ba", 'truncated': False, 'display_text_range': [0, 108], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 887517108413886465, 'id_str': '887517108413886465', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/887517108413886465/pu/img/WanJKwssZj4VJvL9.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/887517108413886465/pu/img/WanJKwssZj4VJvL9.jpg', 'url': 'https://t.co/20VrLAA8ba', 'display_url': 'pic.twitter.com/20VrLAA8ba', 'expanded_url': 'https://twitter.com/dog_rates/status/887517139158093824/video/1', 'type': 'photo', 'sizes': {'small': {'w': 480, 'h': 480, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 480, 'h': 480, 'resize': 'fit'}, 'large': {'w': 480, 'h': 480, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 887517108413886465, 'id_str': '887517108413886465', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/887517108413886465/pu/img/WanJKwssZj4VJvL9.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/887517108413886465/pu/img/WanJKwssZj4VJvL9.jpg', 'url': 'https://t.co/20VrLAA8ba', 'display_url': 'pic.twitter.com/20VrLAA8ba', 'expanded_url': 'https://twitter.com/dog_rates/status/887517139158093824/video/1', 'type': 'video', 'sizes': {'small': {'w': 480, 'h': 480, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 480, 'h': 480, 'resize': 'fit'}, 'large': {'w': 480, 'h': 480, 'resize': 'fit'}}, 'video_info': {'aspect_ratio': [1, 1], 'duration_millis': 5133, 'variants': [{'bitrate': 256000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/887517108413886465/pu/vid/240x240/Hs2yRQTiDSLa7M8C.mp4'}, {'bitrate': 832000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/887517108413886465/pu/vid/480x480/NpOg7nB9xklNcXr_.mp4'}, {'content_type': 'application/x-mpegURL', 'url': 'https://video.twimg.com/ext_tw_video/887517108413886465/pu/pl/SHwbyNo3VB-OSZVv.m3u8'}]}, 'additional_media_info': {'monetizable': False}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 9804, 'favorite_count': 40573, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Wed Jul 19 00:47:34 +0000 2017', 'id': 887473957103951883, 'id_str': '887473957103951883', 'full_text': 'This is Canela. She attempted some fancy porch pics. They were unsuccessful. 13/10 someone help her https://t.co/cLyzpcUcMX', 'truncated': False, 'display_text_range': [0, 99], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 887473949361045505, 'id_str': '887473949361045505', 'indices': [100, 123], 'media_url': 'http://pbs.twimg.com/media/DFDw2tsUAAEw7XW.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DFDw2tsUAAEw7XW.jpg', 'url': 'https://t.co/cLyzpcUcMX', 'display_url': 'pic.twitter.com/cLyzpcUcMX', 'expanded_url': 'https://twitter.com/dog_rates/status/887473957103951883/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 405, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 715, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 900, 'h': 1510, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 887473949361045505, 'id_str': '887473949361045505', 'indices': [100, 123], 'media_url': 'http://pbs.twimg.com/media/DFDw2tsUAAEw7XW.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DFDw2tsUAAEw7XW.jpg', 'url': 'https://t.co/cLyzpcUcMX', 'display_url': 'pic.twitter.com/cLyzpcUcMX', 'expanded_url': 'https://twitter.com/dog_rates/status/887473957103951883/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 405, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 715, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 900, 'h': 1510, 'resize': 'fit'}}}, {'id': 887473949386227712, 'id_str': '887473949386227712', 'indices': [100, 123], 'media_url': 'http://pbs.twimg.com/media/DFDw2tyUQAAAFke.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DFDw2tyUQAAAFke.jpg', 'url': 'https://t.co/cLyzpcUcMX', 'display_url': 'pic.twitter.com/cLyzpcUcMX', 'expanded_url': 'https://twitter.com/dog_rates/status/887473957103951883/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 901, 'h': 1600, 'resize': 'fit'}, 'small': {'w': 383, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 676, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 14947, 'favorite_count': 59942, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Thu Jul 13 01:35:06 +0000 2017', 'id': 885311592912609280, 'id_str': '885311592912609280', 'full_text': 'RT @dog_rates: This is Lilly. She just parallel barked. 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{'created_at': 'Tue Jul 11 00:00:02 +0000 2017', 'id': 884562892145688576, 'id_str': '884562892145688576', 'full_text': "This is Kevin. He's just so happy. 13/10 what is your secret Kevin https://t.co/1r4MFCbCX5", 'truncated': False, 'display_text_range': [0, 66], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 884562886777065473, 'id_str': '884562886777065473', 'indices': [67, 90], 'media_url': 'http://pbs.twimg.com/media/DEaZQkfXUAEC7qB.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEaZQkfXUAEC7qB.jpg', 'url': 'https://t.co/1r4MFCbCX5', 'display_url': 'pic.twitter.com/1r4MFCbCX5', 'expanded_url': 'https://twitter.com/dog_rates/status/884562892145688576/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 884562886777065473, 'id_str': '884562886777065473', 'indices': [67, 90], 'media_url': 'http://pbs.twimg.com/media/DEaZQkfXUAEC7qB.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEaZQkfXUAEC7qB.jpg', 'url': 'https://t.co/1r4MFCbCX5', 'display_url': 'pic.twitter.com/1r4MFCbCX5', 'expanded_url': 'https://twitter.com/dog_rates/status/884562892145688576/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3895, 'favorite_count': 21216, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Fri Jul 07 16:22:55 +0000 2017', 'id': 883360690899218434, 'id_str': '883360690899218434', 'full_text': 'Meet Grizzwald. He may be the floofiest floofer I ever did see. Lost eyes saving a schoolbus from a volcano erpuption. 13/10 heroic as h*ck https://t.co/rf661IFEYP', 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 883360682745503744, 'id_str': '883360682745503744', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/DEJT3FeXoAAtwUy.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEJT3FeXoAAtwUy.jpg', 'url': 'https://t.co/rf661IFEYP', 'display_url': 'pic.twitter.com/rf661IFEYP', 'expanded_url': 'https://twitter.com/dog_rates/status/883360690899218434/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 544, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1280, 'h': 1600, 'resize': 'fit'}, 'medium': {'w': 960, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 883360682745503744, 'id_str': '883360682745503744', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/DEJT3FeXoAAtwUy.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEJT3FeXoAAtwUy.jpg', 'url': 'https://t.co/rf661IFEYP', 'display_url': 'pic.twitter.com/rf661IFEYP', 'expanded_url': 'https://twitter.com/dog_rates/status/883360690899218434/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 544, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1280, 'h': 1600, 'resize': 'fit'}, 'medium': {'w': 960, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3060, 'favorite_count': 19864, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Thu Jul 06 15:58:11 +0000 2017', 'id': 882992080364220416, 'id_str': '882992080364220416', 'full_text': "This is Rusty. He wasn't ready for the first pic. Clearly puppared for the second. 13/10 confirmed great boy https://t.co/tyER0KpdXj", 'truncated': False, 'display_text_range': [0, 108], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 882992072327913472, 'id_str': '882992072327913472', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/DEEEnIqXYAAiJh_.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEEEnIqXYAAiJh_.jpg', 'url': 'https://t.co/tyER0KpdXj', 'display_url': 'pic.twitter.com/tyER0KpdXj', 'expanded_url': 'https://twitter.com/dog_rates/status/882992080364220416/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 882992072327913472, 'id_str': '882992072327913472', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/DEEEnIqXYAAiJh_.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEEEnIqXYAAiJh_.jpg', 'url': 'https://t.co/tyER0KpdXj', 'display_url': 'pic.twitter.com/tyER0KpdXj', 'expanded_url': 'https://twitter.com/dog_rates/status/882992080364220416/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}, {'id': 882992072332120065, 'id_str': '882992072332120065', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/DEEEnIrXkAEliy-.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEEEnIrXkAEliy-.jpg', 'url': 'https://t.co/tyER0KpdXj', 'display_url': 'pic.twitter.com/tyER0KpdXj', 'expanded_url': 'https://twitter.com/dog_rates/status/882992080364220416/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 900, 'h': 1600, 'resize': 'fit'}, 'medium': {'w': 675, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 383, 'h': 680, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3228, 'favorite_count': 20900, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Thu Jul 06 00:46:41 +0000 2017', 'id': 882762694511734784, 'id_str': '882762694511734784', 'full_text': "This is Gus. He's quite the cheeky pupper. Already perfected the disinterested wink. 12/10 would let steal my girl https://t.co/D43I96SlVu", 'truncated': False, 'display_text_range': [0, 114], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 882762686299353088, 'id_str': '882762686299353088', 'indices': [115, 138], 'media_url': 'http://pbs.twimg.com/media/DEAz_HHXsAA-p_z.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEAz_HHXsAA-p_z.jpg', 'url': 'https://t.co/D43I96SlVu', 'display_url': 'pic.twitter.com/D43I96SlVu', 'expanded_url': 'https://twitter.com/dog_rates/status/882762694511734784/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 1009, 'h': 1299, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 528, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 932, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 882762686299353088, 'id_str': '882762686299353088', 'indices': [115, 138], 'media_url': 'http://pbs.twimg.com/media/DEAz_HHXsAA-p_z.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DEAz_HHXsAA-p_z.jpg', 'url': 'https://t.co/D43I96SlVu', 'display_url': 'pic.twitter.com/D43I96SlVu', 'expanded_url': 'https://twitter.com/dog_rates/status/882762694511734784/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 1009, 'h': 1299, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 528, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 932, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 4072, 'favorite_count': 24678, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Sun Jul 02 15:32:16 +0000 2017', 'id': 881536004380872706, 'id_str': '881536004380872706', 'full_text': 'Here is a pupper approaching maximum borkdrive. Zooming at never before seen speeds. 14/10 paw-inspiring af \n(IG: puffie_the_chow) https://t.co/ghXBIIeQZF', 'truncated': False, 'display_text_range': [0, 130], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 881535971568889856, 'id_str': '881535971568889856', 'indices': [131, 154], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/881535971568889856/pu/img/9bawiZ--8FKywTkz.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/881535971568889856/pu/img/9bawiZ--8FKywTkz.jpg', 'url': 'https://t.co/ghXBIIeQZF', 'display_url': 'pic.twitter.com/ghXBIIeQZF', 'expanded_url': 'https://twitter.com/dog_rates/status/881536004380872706/video/1', 'type': 'photo', 'sizes': {'small': {'w': 480, 'h': 480, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 480, 'h': 480, 'resize': 'fit'}, 'large': {'w': 480, 'h': 480, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 881535971568889856, 'id_str': '881535971568889856', 'indices': [131, 154], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/881535971568889856/pu/img/9bawiZ--8FKywTkz.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/881535971568889856/pu/img/9bawiZ--8FKywTkz.jpg', 'url': 'https://t.co/ghXBIIeQZF', 'display_url': 'pic.twitter.com/ghXBIIeQZF', 'expanded_url': 'https://twitter.com/dog_rates/status/881536004380872706/video/1', 'type': 'video', 'sizes': {'small': {'w': 480, 'h': 480, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 480, 'h': 480, 'resize': 'fit'}, 'large': {'w': 480, 'h': 480, 'resize': 'fit'}}, 'video_info': {'aspect_ratio': [1, 1], 'duration_millis': 13033, 'variants': [{'bitrate': 256000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/881535971568889856/pu/vid/240x240/_D_Ru1i40DJjZnLa.mp4'}, {'bitrate': 832000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/881535971568889856/pu/vid/480x480/eHoZev4usFv8pDFG.mp4'}, {'content_type': 'application/x-mpegURL', 'url': 'https://video.twimg.com/ext_tw_video/881535971568889856/pu/pl/x6e2xfkZo48Hm3u0.m3u8'}]}, 'additional_media_info': {'monetizable': False}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364484, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 13343, 'favorite_count': 43269, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Mon Jun 26 19:07:24 +0000 2017', 'id': 879415818425184262, 'id_str': '879415818425184262', 'full_text': 'This is Duddles. He did an attempt. 13/10 someone help him (vid by Georgia Felici) https://t.co/UDT7ZkcTgY', 'truncated': False, 'display_text_range': [0, 82], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 879415784908390401, 'id_str': '879415784908390401', 'indices': [83, 106], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/879415784908390401/pu/img/cX7XI1TnUsseGET5.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/879415784908390401/pu/img/cX7XI1TnUsseGET5.jpg', 'url': 'https://t.co/UDT7ZkcTgY', 'display_url': 'pic.twitter.com/UDT7ZkcTgY', 'expanded_url': 'https://twitter.com/dog_rates/status/879415818425184262/video/1', 'type': 'photo', 'sizes': {'medium': {'w': 718, 'h': 404, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 718, 'h': 404, 'resize': 'fit'}, 'small': {'w': 680, 'h': 383, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 879415784908390401, 'id_str': '879415784908390401', 'indices': [83, 106], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/879415784908390401/pu/img/cX7XI1TnUsseGET5.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/879415784908390401/pu/img/cX7XI1TnUsseGET5.jpg', 'url': 'https://t.co/UDT7ZkcTgY', 'display_url': 'pic.twitter.com/UDT7ZkcTgY', 'expanded_url': 'https://twitter.com/dog_rates/status/879415818425184262/video/1', 'type': 'video', 'sizes': {'medium': {'w': 718, 'h': 404, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 718, 'h': 404, 'resize': 'fit'}, 'small': {'w': 680, 'h': 383, 'resize': 'fit'}}, 'video_info': {'aspect_ratio': [359, 202], 'duration_millis': 6375, 'variants': [{'bitrate': 256000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/879415784908390401/pu/vid/318x180/HiOuK7PX8Clzp9V6.mp4'}, {'content_type': 'application/x-mpegURL', 'url': 'https://video.twimg.com/ext_tw_video/879415784908390401/pu/pl/BPRZU-j_oy3s3yjc.m3u8'}, {'bitrate': 832000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/879415784908390401/pu/vid/638x360/-FhdelrCgXVtun1S.mp4'}]}, 'additional_media_info': {'monetizable': False}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364485, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 37241, 'favorite_count': 92443, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon Jun 26 16:31:08 +0000 2017', 'id': 879376492567855104, 'id_str': '879376492567855104', 'full_text': "This is Jack AKA Stephen Furry. You're not scoring on him. Unless he slips down the slide. 12/10 would happily get blocked by https://t.co/0gOi601EAa", 'truncated': False, 'display_text_range': [0, 125], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 879376482266632192, 'id_str': '879376482266632192', 'indices': [126, 149], 'media_url': 'http://pbs.twimg.com/media/DDQsQGFV0AAw6u9.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DDQsQGFV0AAw6u9.jpg', 'url': 'https://t.co/0gOi601EAa', 'display_url': 'pic.twitter.com/0gOi601EAa', 'expanded_url': 'https://twitter.com/dog_rates/status/879376492567855104/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 1200, 'h': 1112, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1600, 'h': 1482, 'resize': 'fit'}, 'small': {'w': 680, 'h': 630, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 879376482266632192, 'id_str': '879376482266632192', 'indices': [126, 149], 'media_url': 'http://pbs.twimg.com/media/DDQsQGFV0AAw6u9.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DDQsQGFV0AAw6u9.jpg', 'url': 'https://t.co/0gOi601EAa', 'display_url': 'pic.twitter.com/0gOi601EAa', 'expanded_url': 'https://twitter.com/dog_rates/status/879376492567855104/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 1200, 'h': 1112, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1600, 'h': 1482, 'resize': 'fit'}, 'small': {'w': 680, 'h': 630, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364485, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2634, 'favorite_count': 14797, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon Jun 26 00:13:58 +0000 2017', 'id': 879130579576475649, 'id_str': '879130579576475649', 'full_text': 'RT @dog_rates: This is Emmy. She was adopted today. 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{'created_at': 'Sat Jun 24 00:09:53 +0000 2017', 'id': 878404777348136964, 'id_str': '878404777348136964', 'full_text': 'RT @dog_rates: Meet Shadow. In an attempt to reach maximum zooming borkdrive, he tore his ACL. Still 13/10 tho. 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In an attempt to reach maximum zooming borkdrive, he tore his ACL. Still 13/10 tho. 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{'created_at': 'Thu Jun 22 03:54:17 +0000 2017', 'id': 877736472329191424, 'id_str': '877736472329191424', 'full_text': "This is Aja. She was just told she's a good dog. Suspicions confirmed. 13/10 would tell again https://t.co/lsPyyAiF1r", 'truncated': False, 'display_text_range': [0, 93], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 877736466763448320, 'id_str': '877736466763448320', 'indices': [94, 117], 'media_url': 'http://pbs.twimg.com/media/DC5YqoPXgAA7Uph.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DC5YqoPXgAA7Uph.jpg', 'url': 'https://t.co/lsPyyAiF1r', 'display_url': 'pic.twitter.com/lsPyyAiF1r', 'expanded_url': 'https://twitter.com/dog_rates/status/877736472329191424/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1481, 'h': 1600, 'resize': 'fit'}, 'medium': {'w': 1111, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 629, 'h': 680, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 877736466763448320, 'id_str': '877736466763448320', 'indices': [94, 117], 'media_url': 'http://pbs.twimg.com/media/DC5YqoPXgAA7Uph.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DC5YqoPXgAA7Uph.jpg', 'url': 'https://t.co/lsPyyAiF1r', 'display_url': 'pic.twitter.com/lsPyyAiF1r', 'expanded_url': 'https://twitter.com/dog_rates/status/877736472329191424/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1481, 'h': 1600, 'resize': 'fit'}, 'medium': {'w': 1111, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 629, 'h': 680, 'resize': 'fit'}}}, {'id': 877736466767597568, 'id_str': '877736466767597568', 'indices': [94, 117], 'media_url': 'http://pbs.twimg.com/media/DC5YqoQW0AArOLH.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DC5YqoQW0AArOLH.jpg', 'url': 'https://t.co/lsPyyAiF1r', 'display_url': 'pic.twitter.com/lsPyyAiF1r', 'expanded_url': 'https://twitter.com/dog_rates/status/877736472329191424/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 626, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1472, 'h': 1600, 'resize': 'fit'}, 'medium': {'w': 1104, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 15726, 'favorite_count': 68999, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Wed Jun 21 19:36:23 +0000 2017', 'id': 877611172832227328, 'id_str': '877611172832227328', 'full_text': 'RT @rachel2195: @dog_rates the boyfriend and his soaking wet pupper h*cking love his new hat 14/10 https://t.co/dJx4Gzc50G', 'truncated': False, 'display_text_range': [0, 122], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [{'screen_name': 'rachel2195', 'name': 'Rachel Baker', 'id': 512804507, 'id_str': '512804507', 'indices': [3, 14]}, {'screen_name': 'dog_rates', 'name': 'WeRateDogs®', 'id': 4196983835, 'id_str': '4196983835', 'indices': [16, 26]}], 'urls': [], 'media': [{'id': 876850756556607488, 'id_str': '876850756556607488', 'indices': [99, 122], 'media_url': 'http://pbs.twimg.com/media/DCszHgmW0AAmIpT.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCszHgmW0AAmIpT.jpg', 'url': 'https://t.co/dJx4Gzc50G', 'display_url': 'pic.twitter.com/dJx4Gzc50G', 'expanded_url': 'https://twitter.com/rachel2195/status/876850772322988033/photo/1', 'type': 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{'created_at': 'Tue Jun 20 16:29:50 +0000 2017', 'id': 877201837425926144, 'id_str': '877201837425926144', 'full_text': "This is Nelly. He graduated with his dogtorate today. Wants to know if you're proud of him. 12/10 would give congratulatory boop https://t.co/4g4cfj3P4Y", 'truncated': False, 'display_text_range': [0, 128], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 877201827330174976, 'id_str': '877201827330174976', 'indices': [129, 152], 'media_url': 'http://pbs.twimg.com/media/DCxyahJWsAAddSC.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCxyahJWsAAddSC.jpg', 'url': 'https://t.co/4g4cfj3P4Y', 'display_url': 'pic.twitter.com/4g4cfj3P4Y', 'expanded_url': 'https://twitter.com/dog_rates/status/877201837425926144/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 877201827330174976, 'id_str': '877201827330174976', 'indices': [129, 152], 'media_url': 'http://pbs.twimg.com/media/DCxyahJWsAAddSC.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCxyahJWsAAddSC.jpg', 'url': 'https://t.co/4g4cfj3P4Y', 'display_url': 'pic.twitter.com/4g4cfj3P4Y', 'expanded_url': 'https://twitter.com/dog_rates/status/877201837425926144/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}, {'id': 877201827330240513, 'id_str': '877201827330240513', 'indices': [129, 152], 'media_url': 'http://pbs.twimg.com/media/DCxyahJXsAEnDum.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCxyahJXsAEnDum.jpg', 'url': 'https://t.co/4g4cfj3P4Y', 'display_url': 'pic.twitter.com/4g4cfj3P4Y', 'expanded_url': 'https://twitter.com/dog_rates/status/877201837425926144/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 4600, 'favorite_count': 23780, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon Jun 19 16:24:33 +0000 2017', 'id': 876838120628539392, 'id_str': '876838120628539392', 'full_text': "This is Ginger. She's having a ruff Monday. Too many pupper things going on. H*ckin exhausting. 12/10 would snug passionately https://t.co/j211oCDRs6", 'truncated': False, 'display_text_range': [0, 125], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 876838110318936065, 'id_str': '876838110318936065', 'indices': [126, 149], 'media_url': 'http://pbs.twimg.com/media/DCsnnZsVwAEfkyi.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCsnnZsVwAEfkyi.jpg', 'url': 'https://t.co/j211oCDRs6', 'display_url': 'pic.twitter.com/j211oCDRs6', 'expanded_url': 'https://twitter.com/dog_rates/status/876838120628539392/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 1200, 'h': 901, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'large': {'w': 1600, 'h': 1201, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 876838110318936065, 'id_str': '876838110318936065', 'indices': [126, 149], 'media_url': 'http://pbs.twimg.com/media/DCsnnZsVwAEfkyi.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCsnnZsVwAEfkyi.jpg', 'url': 'https://t.co/j211oCDRs6', 'display_url': 'pic.twitter.com/j211oCDRs6', 'expanded_url': 'https://twitter.com/dog_rates/status/876838120628539392/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 1200, 'h': 901, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'large': {'w': 1600, 'h': 1201, 'resize': 'fit'}}}, {'id': 876838110323027969, 'id_str': '876838110323027969', 'indices': [126, 149], 'media_url': 'http://pbs.twimg.com/media/DCsnnZtUMAEoZNp.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCsnnZtUMAEoZNp.jpg', 'url': 'https://t.co/j211oCDRs6', 'display_url': 'pic.twitter.com/j211oCDRs6', 'expanded_url': 'https://twitter.com/dog_rates/status/876838120628539392/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 1200, 'h': 901, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'large': {'w': 1600, 'h': 1201, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2793, 'favorite_count': 18158, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Wed Jun 14 16:04:48 +0000 2017', 'id': 875021211251597312, 'id_str': '875021211251597312', 'full_text': 'Guys please stop sending pictures without any dogs in th- oh never mind hello excuse me sir. 12/10 stealthy as h*ck https://t.co/brCQoqc8AW', 'truncated': False, 'display_text_range': [0, 115], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 875021140921417728, 'id_str': '875021140921417728', 'indices': [116, 139], 'media_url': 'http://pbs.twimg.com/media/DCSzF3OUAAAs6lS.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCSzF3OUAAAs6lS.jpg', 'url': 'https://t.co/brCQoqc8AW', 'display_url': 'pic.twitter.com/brCQoqc8AW', 'expanded_url': 'https://twitter.com/dog_rates/status/875021211251597312/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 666, 'resize': 'fit'}, 'large': {'w': 1600, 'h': 1568, 'resize': 'fit'}, 'medium': {'w': 1200, 'h': 1176, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 875021140921417728, 'id_str': '875021140921417728', 'indices': [116, 139], 'media_url': 'http://pbs.twimg.com/media/DCSzF3OUAAAs6lS.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCSzF3OUAAAs6lS.jpg', 'url': 'https://t.co/brCQoqc8AW', 'display_url': 'pic.twitter.com/brCQoqc8AW', 'expanded_url': 'https://twitter.com/dog_rates/status/875021211251597312/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 666, 'resize': 'fit'}, 'large': {'w': 1600, 'h': 1568, 'resize': 'fit'}, 'medium': {'w': 1200, 'h': 1176, 'resize': 'fit'}}}, {'id': 875021140917329920, 'id_str': '875021140917329920', 'indices': [116, 139], 'media_url': 'http://pbs.twimg.com/media/DCSzF3NVoAAPzT4.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DCSzF3NVoAAPzT4.jpg', 'url': 'https://t.co/brCQoqc8AW', 'display_url': 'pic.twitter.com/brCQoqc8AW', 'expanded_url': 'https://twitter.com/dog_rates/status/875021211251597312/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1600, 'h': 1590, 'resize': 'fit'}, 'medium': {'w': 1200, 'h': 1193, 'resize': 'fit'}, 'small': {'w': 680, 'h': 676, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3952, 'favorite_count': 22478, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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All 13/10 https://t.co/17FVMl4VZ5', 'truncated': False, 'display_text_range': [0, 140], 'entities': {'hashtags': [{'text': 'dogsatpollingstations', 'indices': [21, 43]}], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 872820673743376386, 'id_str': '872820673743376386', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/DBzhx0MXUAI5spb.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBzhx0MXUAI5spb.jpg', 'url': 'https://t.co/17FVMl4VZ5', 'display_url': 'pic.twitter.com/17FVMl4VZ5', 'expanded_url': 'https://twitter.com/dog_rates/status/872820683541237760/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 583, 'h': 479, 'resize': 'fit'}, 'large': {'w': 583, 'h': 479, 'resize': 'fit'}, 'medium': {'w': 583, 'h': 479, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 872820673743376386, 'id_str': '872820673743376386', 'indices': [141, 164], 'media_url': 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{'created_at': 'Wed May 31 23:43:25 +0000 2017', 'id': 870063196459192321, 'id_str': '870063196459192321', 'full_text': "Meet Clifford. He's quite large. Also red. Good w kids. Somehow never steps on them. Massive poops very inconvenient. Still 14/10 would ride https://t.co/apVOyDgOju", 'truncated': False, 'display_text_range': [0, 140], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 870063191304392704, 'id_str': '870063191304392704', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/DBMV3NnXUAAm0Pp.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBMV3NnXUAAm0Pp.jpg', 'url': 'https://t.co/apVOyDgOju', 'display_url': 'pic.twitter.com/apVOyDgOju', 'expanded_url': 'https://twitter.com/dog_rates/status/870063196459192321/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1014, 'h': 761, 'resize': 'fit'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'large': {'w': 1014, 'h': 761, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 870063191304392704, 'id_str': '870063191304392704', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/DBMV3NnXUAAm0Pp.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBMV3NnXUAAm0Pp.jpg', 'url': 'https://t.co/apVOyDgOju', 'display_url': 'pic.twitter.com/apVOyDgOju', 'expanded_url': 'https://twitter.com/dog_rates/status/870063196459192321/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1014, 'h': 761, 'resize': 'fit'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'large': {'w': 1014, 'h': 761, 'resize': 'fit'}}}, {'id': 870063191308611585, 'id_str': '870063191308611585', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/DBMV3NoXsAE3tXJ.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBMV3NoXsAE3tXJ.jpg', 'url': 'https://t.co/apVOyDgOju', 'display_url': 'pic.twitter.com/apVOyDgOju', 'expanded_url': 'https://twitter.com/dog_rates/status/870063196459192321/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1746, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 580, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 1023, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 7049, 'favorite_count': 32303, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Tue May 30 23:51:58 +0000 2017', 'id': 869702957897576449, 'id_str': '869702957897576449', 'full_text': "Meet Stanley. He likes road trips. Will shift for you. One ear more effective than other. 13/10 we don't leave until you buckle pup Stanley https://t.co/vmCu3PFCQq", 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 869702951354474496, 'id_str': '869702951354474496', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/DBHOOfOXoAABKlU.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBHOOfOXoAABKlU.jpg', 'url': 'https://t.co/vmCu3PFCQq', 'display_url': 'pic.twitter.com/vmCu3PFCQq', 'expanded_url': 'https://twitter.com/dog_rates/status/869702957897576449/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 901, 'h': 1600, 'resize': 'fit'}, 'small': {'w': 383, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 676, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 869702951354474496, 'id_str': '869702951354474496', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/DBHOOfOXoAABKlU.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBHOOfOXoAABKlU.jpg', 'url': 'https://t.co/vmCu3PFCQq', 'display_url': 'pic.twitter.com/vmCu3PFCQq', 'expanded_url': 'https://twitter.com/dog_rates/status/869702957897576449/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 901, 'h': 1600, 'resize': 'fit'}, 'small': {'w': 383, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 676, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 5361, 'favorite_count': 24957, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Tue May 30 16:49:31 +0000 2017', 'id': 869596645499047938, 'id_str': '869596645499047938', 'full_text': 'This is Scout. He just graduated. Officially a doggo now. Have fun with taxes and losing sight of your ambitions. 12/10 would throw cap for https://t.co/DsA2hwXAJo', 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 869596640562249728, 'id_str': '869596640562249728', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/DBFtiYqWAAAsjj1.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBFtiYqWAAAsjj1.jpg', 'url': 'https://t.co/DsA2hwXAJo', 'display_url': 'pic.twitter.com/DsA2hwXAJo', 'expanded_url': 'https://twitter.com/dog_rates/status/869596645499047938/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 921, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 522, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1228, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 869596640562249728, 'id_str': '869596640562249728', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/DBFtiYqWAAAsjj1.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBFtiYqWAAAsjj1.jpg', 'url': 'https://t.co/DsA2hwXAJo', 'display_url': 'pic.twitter.com/DsA2hwXAJo', 'expanded_url': 'https://twitter.com/dog_rates/status/869596645499047938/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 921, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 522, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1228, 'h': 1600, 'resize': 'fit'}}}, {'id': 869596640562339842, 'id_str': '869596640562339842', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/DBFtiYqXYAIhPZw.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBFtiYqXYAIhPZw.jpg', 'url': 'https://t.co/DsA2hwXAJo', 'display_url': 'pic.twitter.com/DsA2hwXAJo', 'expanded_url': 'https://twitter.com/dog_rates/status/869596645499047938/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1109, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1479, 'h': 1600, 'resize': 'fit'}, 'small': {'w': 629, 'h': 680, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2625, 'favorite_count': 14135, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon May 29 16:24:37 +0000 2017', 'id': 869227993411051520, 'id_str': '869227993411051520', 'full_text': 'This is Gizmo. His favorite thing is standing pupright like a hooman. Sneaky tongue slip status achieved. 13/10 would boop well https://t.co/IoR3n1fiiQ', 'truncated': False, 'display_text_range': [0, 127], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 869227980345798656, 'id_str': '869227980345798656', 'indices': [128, 151], 'media_url': 'http://pbs.twimg.com/media/DBAePiVXcAAqHSR.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBAePiVXcAAqHSR.jpg', 'url': 'https://t.co/IoR3n1fiiQ', 'display_url': 'pic.twitter.com/IoR3n1fiiQ', 'expanded_url': 'https://twitter.com/dog_rates/status/869227993411051520/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 570, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1008, 'h': 1203, 'resize': 'fit'}, 'medium': {'w': 1005, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 869227980345798656, 'id_str': '869227980345798656', 'indices': [128, 151], 'media_url': 'http://pbs.twimg.com/media/DBAePiVXcAAqHSR.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DBAePiVXcAAqHSR.jpg', 'url': 'https://t.co/IoR3n1fiiQ', 'display_url': 'pic.twitter.com/IoR3n1fiiQ', 'expanded_url': 'https://twitter.com/dog_rates/status/869227993411051520/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 570, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1008, 'h': 1203, 'resize': 'fit'}, 'medium': {'w': 1005, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3181, 'favorite_count': 18076, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Thu May 25 16:10:44 +0000 2017', 'id': 867774946302451713, 'id_str': '867774946302451713', 'full_text': "Meet Harold.  He's h*ckin cooperative. 13/10 good work Harold https://t.co/ZYg3NZGICa", 'truncated': False, 'display_text_range': [0, 61], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 867774933065236480, 'id_str': '867774933065236480', 'indices': [62, 85], 'media_url': 'http://pbs.twimg.com/media/DAr0tDZXgAAzJEw.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DAr0tDZXgAAzJEw.jpg', 'url': 'https://t.co/ZYg3NZGICa', 'display_url': 'pic.twitter.com/ZYg3NZGICa', 'expanded_url': 'https://twitter.com/dog_rates/status/867774946302451713/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 616, 'h': 306, 'resize': 'fit'}, 'large': {'w': 616, 'h': 306, 'resize': 'fit'}, 'small': {'w': 616, 'h': 306, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 867774933065236480, 'id_str': '867774933065236480', 'indices': [62, 85], 'media_url': 'http://pbs.twimg.com/media/DAr0tDZXgAAzJEw.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DAr0tDZXgAAzJEw.jpg', 'url': 'https://t.co/ZYg3NZGICa', 'display_url': 'pic.twitter.com/ZYg3NZGICa', 'expanded_url': 'https://twitter.com/dog_rates/status/867774946302451713/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 616, 'h': 306, 'resize': 'fit'}, 'large': {'w': 616, 'h': 306, 'resize': 'fit'}, 'small': {'w': 616, 'h': 306, 'resize': 'fit'}}}, {'id': 867774933065224193, 'id_str': '867774933065224193', 'indices': [62, 85], 'media_url': 'http://pbs.twimg.com/media/DAr0tDZXUAEMvdu.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DAr0tDZXUAEMvdu.jpg', 'url': 'https://t.co/ZYg3NZGICa', 'display_url': 'pic.twitter.com/ZYg3NZGICa', 'expanded_url': 'https://twitter.com/dog_rates/status/867774946302451713/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 453, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 800, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1067, 'h': 1600, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 6226, 'favorite_count': 30149, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Wed May 17 16:00:15 +0000 2017', 'id': 864873206498414592, 'id_str': '864873206498414592', 'full_text': "We only rate dogs. Please don't send in Jesus. We're trying to remain professional and legitimate. Thank you... 14/10 https://t.co/wr3xsjeCIR", 'truncated': False, 'display_text_range': [0, 117], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 864873202618687489, 'id_str': '864873202618687489', 'indices': [118, 141], 'media_url': 'http://pbs.twimg.com/media/DAClmHHXYAECTmT.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DAClmHHXYAECTmT.jpg', 'url': 'https://t.co/wr3xsjeCIR', 'display_url': 'pic.twitter.com/wr3xsjeCIR', 'expanded_url': 'https://twitter.com/dog_rates/status/864873206498414592/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 1600, 'h': 1201, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'medium': {'w': 1200, 'h': 901, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 864873202618687489, 'id_str': '864873202618687489', 'indices': [118, 141], 'media_url': 'http://pbs.twimg.com/media/DAClmHHXYAECTmT.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DAClmHHXYAECTmT.jpg', 'url': 'https://t.co/wr3xsjeCIR', 'display_url': 'pic.twitter.com/wr3xsjeCIR', 'expanded_url': 'https://twitter.com/dog_rates/status/864873206498414592/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 1600, 'h': 1201, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'medium': {'w': 1200, 'h': 901, 'resize': 'fit'}}}, {'id': 864873202740326400, 'id_str': '864873202740326400', 'indices': [118, 141], 'media_url': 'http://pbs.twimg.com/media/DAClmHkXcAA1kSv.jpg', 'media_url_https': 'https://pbs.twimg.com/media/DAClmHkXcAA1kSv.jpg', 'url': 'https://t.co/wr3xsjeCIR', 'display_url': 'pic.twitter.com/wr3xsjeCIR', 'expanded_url': 'https://twitter.com/dog_rates/status/864873206498414592/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 382, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 899, 'h': 1600, 'resize': 'fit'}, 'medium': {'w': 674, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364486, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 7471, 'favorite_count': 28731, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Sat May 13 16:33:49 +0000 2017', 'id': 863432100342583297, 'id_str': '863432100342583297', 'full_text': "This is Belle. She's never been more pupset. Encountered the worst imaginable type of zone. 12/10 would do anything to cheer pup https://t.co/fGQUzR8w3H", 'truncated': False, 'display_text_range': [0, 128], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 863432092616491008, 'id_str': '863432092616491008', 'indices': [129, 152], 'media_url': 'http://pbs.twimg.com/media/C_uG6eAUAAAvMvR.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C_uG6eAUAAAvMvR.jpg', 'url': 'https://t.co/fGQUzR8w3H', 'display_url': 'pic.twitter.com/fGQUzR8w3H', 'expanded_url': 'https://twitter.com/dog_rates/status/863432100342583297/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 863432092616491008, 'id_str': '863432092616491008', 'indices': [129, 152], 'media_url': 'http://pbs.twimg.com/media/C_uG6eAUAAAvMvR.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C_uG6eAUAAAvMvR.jpg', 'url': 'https://t.co/fGQUzR8w3H', 'display_url': 'pic.twitter.com/fGQUzR8w3H', 'expanded_url': 'https://twitter.com/dog_rates/status/863432100342583297/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1201, 'h': 1600, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364487, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 4542, 'favorite_count': 21216, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Sat May 13 16:15:35 +0000 2017', 'id': 863427515083354112, 'id_str': '863427515083354112', 'full_text': "@Jack_Septic_Eye I'd need a few more pics to polish a full analysis, but based on the good boy content above I'm leaning towards 12/10", 'truncated': False, 'display_text_range': [17, 134], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': []}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': 863425645568774144, 'in_reply_to_status_id_str': '863425645568774144', 'in_reply_to_user_id': 77596200, 'in_reply_to_user_id_str': '77596200', 'in_reply_to_screen_name': 'Jacksepticeye', 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364487, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 80, 'favorite_count': 1956, 'favorited': False, 'retweeted': False, 'lang': 'en'}
{'created_at': 'Fri May 12 17:12:53 +0000 2017', 'id': 863079547188785154, 'id_str': '863079547188785154', 'full_text': 'Ladies and gentlemen... I found Pipsy. He may have changed his name to Pablo, but he never changed his love for the sea. Pupgraded to 14/10 https://t.co/lVU5GyNFen', 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 863079538779013120, 'id_str': '863079538779013120', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C_pGRInUwAAmTY_.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C_pGRInUwAAmTY_.jpg', 'url': 'https://t.co/lVU5GyNFen', 'display_url': 'pic.twitter.com/lVU5GyNFen', 'expanded_url': 'https://twitter.com/dog_rates/status/863079547188785154/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 492, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 749, 'h': 1035, 'resize': 'fit'}, 'large': {'w': 749, 'h': 1035, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 863079538779013120, 'id_str': '863079538779013120', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C_pGRInUwAAmTY_.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C_pGRInUwAAmTY_.jpg', 'url': 'https://t.co/lVU5GyNFen', 'display_url': 'pic.twitter.com/lVU5GyNFen', 'expanded_url': 'https://twitter.com/dog_rates/status/863079547188785154/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 492, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 749, 'h': 1035, 'resize': 'fit'}, 'large': {'w': 749, 'h': 1035, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': 667152164079423490, 'in_reply_to_status_id_str': '667152164079423490', 'in_reply_to_user_id': 4196983835, 'in_reply_to_user_id_str': '4196983835', 'in_reply_to_screen_name': 'dog_rates', 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364487, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 949, 'favorite_count': 7873, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Fri May 12 16:05:02 +0000 2017', 'id': 863062471531167744, 'id_str': '863062471531167744', 'full_text': "Say hello to Quinn. She's quite the goofball. Not even a year old. 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{'created_at': 'Thu May 04 00:15:58 +0000 2017', 'id': 859924526012018688, 'id_str': '859924526012018688', 'full_text': 'Meet Milky. She has no idea what happened. Just as pupset as you. Perhaps a sheep exploded. Even offered to help clean. 12/10 very good girl https://t.co/g8vpXFzw29', 'truncated': False, 'display_text_range': [0, 140], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 859924516142804992, 'id_str': '859924516142804992', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/C-8QypZXcAAekaF.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C-8QypZXcAAekaF.jpg', 'url': 'https://t.co/g8vpXFzw29', 'display_url': 'pic.twitter.com/g8vpXFzw29', 'expanded_url': 'https://twitter.com/dog_rates/status/859924526012018688/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1200, 'h': 1600, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 859924516142804992, 'id_str': '859924516142804992', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/C-8QypZXcAAekaF.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C-8QypZXcAAekaF.jpg', 'url': 'https://t.co/g8vpXFzw29', 'display_url': 'pic.twitter.com/g8vpXFzw29', 'expanded_url': 'https://twitter.com/dog_rates/status/859924526012018688/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1200, 'h': 1600, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3572, 'favorite_count': 17557, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Mon May 01 15:58:40 +0000 2017', 'id': 859074603037188101, 'id_str': '859074603037188101', 'full_text': "Here we have an exotic dog. Good at ukulele. Fashionable af. Has two more arms if needed. Is blue. Knows what 'ohana means. 13/10 would pet https://t.co/gEsymGTXCT", 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 859074595021836288, 'id_str': '859074595021836288', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C-wLyufW0AA546I.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C-wLyufW0AA546I.jpg', 'url': 'https://t.co/gEsymGTXCT', 'display_url': 'pic.twitter.com/gEsymGTXCT', 'expanded_url': 'https://twitter.com/dog_rates/status/859074603037188101/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 320, 'h': 180, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 320, 'h': 180, 'resize': 'fit'}, 'small': {'w': 320, 'h': 180, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 859074595021836288, 'id_str': '859074595021836288', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C-wLyufW0AA546I.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C-wLyufW0AA546I.jpg', 'url': 'https://t.co/gEsymGTXCT', 'display_url': 'pic.twitter.com/gEsymGTXCT', 'expanded_url': 'https://twitter.com/dog_rates/status/859074603037188101/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 320, 'h': 180, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 320, 'h': 180, 'resize': 'fit'}, 'small': {'w': 320, 'h': 180, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 11916, 'favorite_count': 30322, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon May 01 01:47:28 +0000 2017', 'id': 858860390427611136, 'id_str': '858860390427611136', 'full_text': "RT @dog_rates: Meet Winston. He knows he's a little too big for the swing, but he doesn't care. 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{'created_at': 'Fri Apr 28 00:00:54 +0000 2017', 'id': 857746408056729600, 'id_str': '857746408056729600', 'full_text': "Meet Thor. He doesn't have finals because he's a dog but is pupset you have finals. 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{'created_at': 'Thu Apr 27 00:38:11 +0000 2017', 'id': 857393404942143489, 'id_str': '857393404942143489', 'full_text': "Instead of the usual nightly dog rate, I'm sharing this story with you. 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{'created_at': 'Sat Apr 22 19:05:32 +0000 2017', 'id': 855860136149123072, 'id_str': '855860136149123072', 'full_text': '@s8n You tried very hard to portray this good boy as not so good, but you have ultimately failed. His goodness shines through. 666/10', 'truncated': False, 'display_text_range': [5, 133], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [{'screen_name': 's8n', 'name': 'Satan', 'id': 13615722, 'id_str': '13615722', 'indices': [0, 4]}], 'urls': []}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': 855858535607001088, 'in_reply_to_status_id_str': '855858535607001088', 'in_reply_to_user_id': 13615722, 'in_reply_to_user_id_str': '13615722', 'in_reply_to_screen_name': 's8n', 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 850, 'favorite_count': 4394, 'favorited': False, 'retweeted': False, 'lang': 'en'}
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{'created_at': 'Sat Apr 22 18:31:02 +0000 2017', 'id': 855851453814013952, 'id_str': '855851453814013952', 'full_text': "Here's a puppo participating in the #ScienceMarch. Cleverly disguising her own doggo agenda. 13/10 would keep the planet habitable for https://t.co/cMhq16isel", 'truncated': False, 'display_text_range': [0, 134], 'entities': {'hashtags': [{'text': 'ScienceMarch', 'indices': [36, 49]}], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 855851444666236933, 'id_str': '855851444666236933', 'indices': [135, 158], 'media_url': 'http://pbs.twimg.com/media/C-CYWrvWAAU8AXH.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C-CYWrvWAAU8AXH.jpg', 'url': 'https://t.co/cMhq16isel', 'display_url': 'pic.twitter.com/cMhq16isel', 'expanded_url': 'https://twitter.com/dog_rates/status/855851453814013952/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 2048, 'h': 1536, 'resize': 'fit'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'medium': {'w': 1200, 'h': 900, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 855851444666236933, 'id_str': '855851444666236933', 'indices': [135, 158], 'media_url': 'http://pbs.twimg.com/media/C-CYWrvWAAU8AXH.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C-CYWrvWAAU8AXH.jpg', 'url': 'https://t.co/cMhq16isel', 'display_url': 'pic.twitter.com/cMhq16isel', 'expanded_url': 'https://twitter.com/dog_rates/status/855851453814013952/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 2048, 'h': 1536, 'resize': 'fit'}, 'small': {'w': 680, 'h': 510, 'resize': 'fit'}, 'medium': {'w': 1200, 'h': 900, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 16073, 'favorite_count': 41801, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Sat Apr 22 16:18:34 +0000 2017', 'id': 855818117272018944, 'id_str': '855818117272018944', 'full_text': 'I HEARD HE TIED HIS OWN BOWTIE MARK AND HE JUST WANTS TO SAY HI AND MAYBE A NOGGIN PAT SHOW SOME RESPECT 13/10 https://t.co/5BEjzT2Tth', 'truncated': False, 'display_text_range': [0, 110], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [{'url': 'https://t.co/5BEjzT2Tth', 'expanded_url': 'https://twitter.com/markhalperin/status/855656431005061120', 'display_url': 'twitter.com/markhalperin/s…', 'indices': [111, 134]}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': True, 'quoted_status_id': 855656431005061120, 'quoted_status_id_str': '855656431005061120', 'quoted_status_permalink': {'url': 'https://t.co/5BEjzT2Tth', 'expanded': 'https://twitter.com/markhalperin/status/855656431005061120', 'display': 'twitter.com/markhalperin/s…'}, 'quoted_status': {'created_at': 'Sat Apr 22 05:36:05 +0000 2017', 'id': 855656431005061120, 'id_str': '855656431005061120', 'full_text': 'Seriously, @delta??!? 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{'created_at': 'Fri Apr 21 02:22:29 +0000 2017', 'id': 855245323840757760, 'id_str': '855245323840757760', 'full_text': 'RT @dog_rates: Meet George. He looks slightly deflated but overall quite powerful. 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{'created_at': 'Mon Apr 17 00:03:50 +0000 2017', 'id': 853760880890318849, 'id_str': '853760880890318849', 'full_text': "Say hello to Alice. I'm told she enjoys car rides and smells good. 12/10 would give her everything she could ever want https://t.co/yT4vw8y77x", 'truncated': False, 'display_text_range': [0, 118], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 853760873545973760, 'id_str': '853760873545973760', 'indices': [119, 142], 'media_url': 'http://pbs.twimg.com/media/C9kq_bbVwAAuRZd.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C9kq_bbVwAAuRZd.jpg', 'url': 'https://t.co/yT4vw8y77x', 'display_url': 'pic.twitter.com/yT4vw8y77x', 'expanded_url': 'https://twitter.com/dog_rates/status/853760880890318849/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 853760873545973760, 'id_str': '853760873545973760', 'indices': [119, 142], 'media_url': 'http://pbs.twimg.com/media/C9kq_bbVwAAuRZd.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C9kq_bbVwAAuRZd.jpg', 'url': 'https://t.co/yT4vw8y77x', 'display_url': 'pic.twitter.com/yT4vw8y77x', 'expanded_url': 'https://twitter.com/dog_rates/status/853760880890318849/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 5102, 'favorite_count': 25996, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Sun Apr 16 16:00:07 +0000 2017', 'id': 853639147608842240, 'id_str': '853639147608842240', 'full_text': "A photographer took pictures before and after he told his bunny he's a good boy. Here are the results. 13/10 https://t.co/wiQZIsaWUe", 'truncated': False, 'display_text_range': [0, 108], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 853639138628837376, 'id_str': '853639138628837376', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C9i8RhhXoAAdkMT.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C9i8RhhXoAAdkMT.jpg', 'url': 'https://t.co/wiQZIsaWUe', 'display_url': 'pic.twitter.com/wiQZIsaWUe', 'expanded_url': 'https://twitter.com/dog_rates/status/853639147608842240/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1537, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 853639138628837376, 'id_str': '853639138628837376', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C9i8RhhXoAAdkMT.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C9i8RhhXoAAdkMT.jpg', 'url': 'https://t.co/wiQZIsaWUe', 'display_url': 'pic.twitter.com/wiQZIsaWUe', 'expanded_url': 'https://twitter.com/dog_rates/status/853639147608842240/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1537, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}}}, {'id': 853639138758844416, 'id_str': '853639138758844416', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C9i8RiAXYAAlbwZ.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C9i8RiAXYAAlbwZ.jpg', 'url': 'https://t.co/wiQZIsaWUe', 'display_url': 'pic.twitter.com/wiQZIsaWUe', 'expanded_url': 'https://twitter.com/dog_rates/status/853639147608842240/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1537, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 901, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 8829, 'favorite_count': 31427, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Wed Apr 12 18:25:07 +0000 2017', 'id': 852226086759018497, 'id_str': '852226086759018497', 'full_text': "Meet General. He wasn't content with the quality of his room. Requested to pupgrade, but was ignored. 14/10 look who just lost a customer https://t.co/NP5JW8LnmW", 'truncated': False, 'display_text_range': [0, 137], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 852223481894903808, 'id_str': '852223481894903808', 'indices': [138, 161], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/852223481894903808/pu/img/JWNq40ol4DXvHoUP.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/852223481894903808/pu/img/JWNq40ol4DXvHoUP.jpg', 'url': 'https://t.co/NP5JW8LnmW', 'display_url': 'pic.twitter.com/NP5JW8LnmW', 'expanded_url': 'https://twitter.com/dog_rates/status/852226086759018497/video/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1200, 'h': 675, 'resize': 'fit'}, 'small': {'w': 680, 'h': 383, 'resize': 'fit'}, 'large': {'w': 1280, 'h': 720, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 852223481894903808, 'id_str': '852223481894903808', 'indices': [138, 161], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/852223481894903808/pu/img/JWNq40ol4DXvHoUP.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/852223481894903808/pu/img/JWNq40ol4DXvHoUP.jpg', 'url': 'https://t.co/NP5JW8LnmW', 'display_url': 'pic.twitter.com/NP5JW8LnmW', 'expanded_url': 'https://twitter.com/dog_rates/status/852226086759018497/video/1', 'type': 'video', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1200, 'h': 675, 'resize': 'fit'}, 'small': {'w': 680, 'h': 383, 'resize': 'fit'}, 'large': {'w': 1280, 'h': 720, 'resize': 'fit'}}, 'video_info': {'aspect_ratio': [16, 9], 'duration_millis': 77200, 'variants': [{'bitrate': 2176000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/852223481894903808/pu/vid/1280x720/_PATbQEuOoF0dueL.mp4'}, {'content_type': 'application/x-mpegURL', 'url': 'https://video.twimg.com/ext_tw_video/852223481894903808/pu/pl/pUNWBDtVBDQVOVM1.m3u8'}, {'bitrate': 256000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/852223481894903808/pu/vid/320x180/LBQSmxJl5tbJWcuD.mp4'}, {'bitrate': 832000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/852223481894903808/pu/vid/640x360/9SJubiIX_5LRni_C.mp4'}]}, 'additional_media_info': {'monetizable': False}}]}, 'source': '<a href="http://twitter.com" rel="nofollow">Twitter Web Client</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 6069, 'favorite_count': 18297, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Tue Apr 11 00:24:08 +0000 2017', 'id': 851591660324737024, 'id_str': '851591660324737024', 'full_text': "Oh jeez u did me quite the spook little fella. We normally don't rate triceratops but this one seems suspiciously good. 11/10 would pet well https://t.co/BMtfCmNbnS", 'truncated': False, 'display_text_range': [0, 140], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 851591634672287744, 'id_str': '851591634672287744', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/C9F2FG5WAAAJ0iN.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C9F2FG5WAAAJ0iN.jpg', 'url': 'https://t.co/BMtfCmNbnS', 'display_url': 'pic.twitter.com/BMtfCmNbnS', 'expanded_url': 'https://twitter.com/dog_rates/status/851591660324737024/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 851591634672287744, 'id_str': '851591634672287744', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/C9F2FG5WAAAJ0iN.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C9F2FG5WAAAJ0iN.jpg', 'url': 'https://t.co/BMtfCmNbnS', 'display_url': 'pic.twitter.com/BMtfCmNbnS', 'expanded_url': 'https://twitter.com/dog_rates/status/851591660324737024/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3116, 'favorite_count': 14919, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon Apr 10 16:00:07 +0000 2017', 'id': 851464819735769094, 'id_str': '851464819735769094', 'full_text': "This is Iggy. He was a rescue dog killed in the Stockholm attack. His memorial started with a collar and four bones. 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{'created_at': 'Mon Apr 10 00:06:42 +0000 2017', 'id': 851224888060895234, 'id_str': '851224888060895234', 'full_text': 'Meet Snoop. His number one passion is sticking his head out of car windows, so he purchased some doggles. 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{'created_at': 'Fri Apr 07 16:10:12 +0000 2017', 'id': 850380195714523136, 'id_str': '850380195714523136', 'full_text': "This is Leo. He's a personal triathlon coach. Currently overseeing this athlete's push-pups. H*ckin brutal. 13/10 would do all he asks of me https://t.co/FXZQtBcnTO", 'truncated': False, 'display_text_range': [0, 140], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 850380153985355777, 'id_str': '850380153985355777', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/850380153985355777/pu/img/lFouhg-EZvJs8eMr.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/850380153985355777/pu/img/lFouhg-EZvJs8eMr.jpg', 'url': 'https://t.co/FXZQtBcnTO', 'display_url': 'pic.twitter.com/FXZQtBcnTO', 'expanded_url': 'https://twitter.com/dog_rates/status/850380195714523136/video/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 544, 'h': 680, 'resize': 'fit'}, 'large': {'w': 640, 'h': 800, 'resize': 'fit'}, 'medium': {'w': 640, 'h': 800, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 850380153985355777, 'id_str': '850380153985355777', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/850380153985355777/pu/img/lFouhg-EZvJs8eMr.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/850380153985355777/pu/img/lFouhg-EZvJs8eMr.jpg', 'url': 'https://t.co/FXZQtBcnTO', 'display_url': 'pic.twitter.com/FXZQtBcnTO', 'expanded_url': 'https://twitter.com/dog_rates/status/850380195714523136/video/1', 'type': 'video', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 544, 'h': 680, 'resize': 'fit'}, 'large': {'w': 640, 'h': 800, 'resize': 'fit'}, 'medium': {'w': 640, 'h': 800, 'resize': 'fit'}}, 'video_info': {'aspect_ratio': [4, 5], 'duration_millis': 11745, 'variants': [{'bitrate': 832000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/850380153985355777/pu/vid/512x640/dC9FQ0C9qjS1-EY4.mp4'}, {'bitrate': 256000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/850380153985355777/pu/vid/256x320/XI0LZIOnaHLYj1MS.mp4'}, {'content_type': 'application/x-mpegURL', 'url': 'https://video.twimg.com/ext_tw_video/850380153985355777/pu/pl/WHwPWTqDgzhgDyJs.m3u8'}]}, 'additional_media_info': {'monetizable': False}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2324, 'favorite_count': 12038, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Fri Apr 07 13:04:55 +0000 2017', 'id': 850333567704068097, 'id_str': '850333567704068097', 'full_text': '@markhoppus MARK THAT DOG HAS SEEN AND EXPERIENCED MANY THINGS. PROBABLY LOST OTHER EAR DOING SOMETHING HEROIC. 13/10 HUG THE DOG HOPPUS', 'truncated': False, 'display_text_range': [12, 136], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [{'screen_name': 'markhoppus', 'name': 'mark hoppus', 'id': 21955058, 'id_str': '21955058', 'indices': [0, 11]}], 'urls': []}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': 850328818778820608, 'in_reply_to_status_id_str': '850328818778820608', 'in_reply_to_user_id': 21955058, 'in_reply_to_user_id_str': '21955058', 'in_reply_to_screen_name': 'markhoppus', 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 301, 'favorite_count': 3183, 'favorited': False, 'retweeted': False, 'lang': 'en'}
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{'created_at': 'Tue Apr 04 00:12:06 +0000 2017', 'id': 849051919805034497, 'id_str': '849051919805034497', 'full_text': "This is Kevin. Kevin doesn't give a single h*ck. Will sit in the fountain if he wants to. 13/10 churlish af https://t.co/r6GjO6MbZz", 'truncated': False, 'display_text_range': [0, 107], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 849051911668064256, 'id_str': '849051911668064256', 'indices': [108, 131], 'media_url': 'http://pbs.twimg.com/media/C8hwNxbXYAAwyVG.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8hwNxbXYAAwyVG.jpg', 'url': 'https://t.co/r6GjO6MbZz', 'display_url': 'pic.twitter.com/r6GjO6MbZz', 'expanded_url': 'https://twitter.com/dog_rates/status/849051919805034497/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 849051911668064256, 'id_str': '849051911668064256', 'indices': [108, 131], 'media_url': 'http://pbs.twimg.com/media/C8hwNxbXYAAwyVG.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8hwNxbXYAAwyVG.jpg', 'url': 'https://t.co/r6GjO6MbZz', 'display_url': 'pic.twitter.com/r6GjO6MbZz', 'expanded_url': 'https://twitter.com/dog_rates/status/849051919805034497/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 7599, 'favorite_count': 38890, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon Apr 03 00:16:10 +0000 2017', 'id': 848690551926992896, 'id_str': '848690551926992896', 'full_text': 'Please stop sending in animals other than dogs. We only rate dogs. Not Furry Ecuadorian Sea Turtles. Thank you... 12/10 https://t.co/UOE79zb6VU', 'truncated': False, 'display_text_range': [0, 119], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 848690539105071104, 'id_str': '848690539105071104', 'indices': [120, 143], 'media_url': 'http://pbs.twimg.com/media/C8cnjHuXsAAoZQf.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8cnjHuXsAAoZQf.jpg', 'url': 'https://t.co/UOE79zb6VU', 'display_url': 'pic.twitter.com/UOE79zb6VU', 'expanded_url': 'https://twitter.com/dog_rates/status/848690551926992896/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 848690539105071104, 'id_str': '848690539105071104', 'indices': [120, 143], 'media_url': 'http://pbs.twimg.com/media/C8cnjHuXsAAoZQf.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8cnjHuXsAAoZQf.jpg', 'url': 'https://t.co/UOE79zb6VU', 'display_url': 'pic.twitter.com/UOE79zb6VU', 'expanded_url': 'https://twitter.com/dog_rates/status/848690551926992896/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3913, 'favorite_count': 23210, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Sun Apr 02 00:03:26 +0000 2017', 'id': 848324959059550208, 'id_str': '848324959059550208', 'full_text': "Meet Odin. He's supposed to be giving directions but he'd rather look at u like that. Should probably buckle pup. 12/10 distracting as h*ck https://t.co/1pSqUbLQ5Z", 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 848324954202439680, 'id_str': '848324954202439680', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C8XbDR1WAAAxND8.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8XbDR1WAAAxND8.jpg', 'url': 'https://t.co/1pSqUbLQ5Z', 'display_url': 'pic.twitter.com/1pSqUbLQ5Z', 'expanded_url': 'https://twitter.com/dog_rates/status/848324959059550208/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 675, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 383, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1152, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 848324954202439680, 'id_str': '848324954202439680', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C8XbDR1WAAAxND8.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8XbDR1WAAAxND8.jpg', 'url': 'https://t.co/1pSqUbLQ5Z', 'display_url': 'pic.twitter.com/1pSqUbLQ5Z', 'expanded_url': 'https://twitter.com/dog_rates/status/848324959059550208/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 675, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 383, 'h': 680, 'resize': 'fit'}, 'large': {'w': 1152, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 4140, 'favorite_count': 22767, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Wed Mar 29 18:43:12 +0000 2017', 'id': 847157206088847362, 'id_str': '847157206088847362', 'full_text': "Meet Daisy. She's been pup for adoption for months now but hasn't gotten any applications. 11/10 let's change that\n\nhttps://t.co/Jlb9L0m3J0 https://t.co/Eh7fGFuy6r", 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [{'url': 'https://t.co/Jlb9L0m3J0', 'expanded_url': 'https://www.petfinder.com/petdetail/37334596', 'display_url': 'petfinder.com/petdetail/3733…', 'indices': [116, 139]}], 'media': [{'id': 847157199944208384, 'id_str': '847157199944208384', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C8G0_COW0AAxTJB.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8G0_COW0AAxTJB.jpg', 'url': 'https://t.co/Eh7fGFuy6r', 'display_url': 'pic.twitter.com/Eh7fGFuy6r', 'expanded_url': 'https://twitter.com/dog_rates/status/847157206088847362/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 1105, 'h': 1200, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1886, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 626, 'h': 680, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 847157199944208384, 'id_str': '847157199944208384', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C8G0_COW0AAxTJB.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8G0_COW0AAxTJB.jpg', 'url': 'https://t.co/Eh7fGFuy6r', 'display_url': 'pic.twitter.com/Eh7fGFuy6r', 'expanded_url': 'https://twitter.com/dog_rates/status/847157206088847362/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 1105, 'h': 1200, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1886, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 626, 'h': 680, 'resize': 'fit'}}}, {'id': 847157199935811584, 'id_str': '847157199935811584', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C8G0_CMWsAAjjAY.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8G0_CMWsAAjjAY.jpg', 'url': 'https://t.co/Eh7fGFuy6r', 'display_url': 'pic.twitter.com/Eh7fGFuy6r', 'expanded_url': 'https://twitter.com/dog_rates/status/847157206088847362/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 458, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 807, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1378, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 5241, 'favorite_count': 18329, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Wed Mar 29 16:00:12 +0000 2017', 'id': 847116187444137987, 'id_str': '847116187444137987', 'full_text': 'Unbelievable... We. Only. Rate. Dogs. Please stop sending in other things like this Blossoming Flop Kangaroo. Thank you... 11/10 https://t.co/EeeErAbso0', 'truncated': False, 'display_text_range': [0, 128], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 847116177323253760, 'id_str': '847116177323253760', 'indices': [129, 152], 'media_url': 'http://pbs.twimg.com/media/C8GPrNDW4AAkLde.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8GPrNDW4AAkLde.jpg', 'url': 'https://t.co/EeeErAbso0', 'display_url': 'pic.twitter.com/EeeErAbso0', 'expanded_url': 'https://twitter.com/dog_rates/status/847116187444137987/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 2048, 'h': 2048, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1200, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 680, 'h': 680, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 847116177323253760, 'id_str': '847116177323253760', 'indices': [129, 152], 'media_url': 'http://pbs.twimg.com/media/C8GPrNDW4AAkLde.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8GPrNDW4AAkLde.jpg', 'url': 'https://t.co/EeeErAbso0', 'display_url': 'pic.twitter.com/EeeErAbso0', 'expanded_url': 'https://twitter.com/dog_rates/status/847116187444137987/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 2048, 'h': 2048, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1200, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 680, 'h': 680, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2868, 'favorite_count': 19823, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Wed Mar 29 00:01:05 +0000 2017', 'id': 846874817362120707, 'id_str': '846874817362120707', 'full_text': "This is Tuck. As you can see, he's rather h*ckin rare. Taken seriously until his legs are seen. Tail stuck in a permanent zoom. 13/10 https://t.co/P7PBGqrKSe", 'truncated': False, 'display_text_range': [0, 133], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 846874803135021056, 'id_str': '846874803135021056', 'indices': [134, 157], 'media_url': 'http://pbs.twimg.com/media/C8C0JYIXgAAMla-.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8C0JYIXgAAMla-.jpg', 'url': 'https://t.co/P7PBGqrKSe', 'display_url': 'pic.twitter.com/P7PBGqrKSe', 'expanded_url': 'https://twitter.com/dog_rates/status/846874817362120707/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 846874803135021056, 'id_str': '846874803135021056', 'indices': [134, 157], 'media_url': 'http://pbs.twimg.com/media/C8C0JYIXgAAMla-.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8C0JYIXgAAMla-.jpg', 'url': 'https://t.co/P7PBGqrKSe', 'display_url': 'pic.twitter.com/P7PBGqrKSe', 'expanded_url': 'https://twitter.com/dog_rates/status/846874817362120707/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}, {'id': 846874803130781696, 'id_str': '846874803130781696', 'indices': [134, 157], 'media_url': 'http://pbs.twimg.com/media/C8C0JYHW0AAy-7u.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C8C0JYHW0AAy-7u.jpg', 'url': 'https://t.co/P7PBGqrKSe', 'display_url': 'pic.twitter.com/P7PBGqrKSe', 'expanded_url': 'https://twitter.com/dog_rates/status/846874817362120707/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3539, 'favorite_count': 18568, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Tue Mar 28 00:07:32 +0000 2017', 'id': 846514051647705089, 'id_str': '846514051647705089', 'full_text': "This is Barney. He's an elder doggo. Hitches a ride when he gets tired. 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{'created_at': 'Sat Mar 11 18:35:42 +0000 2017', 'id': 840632337062862849, 'id_str': '840632337062862849', 'full_text': 'Say hello to Maddie and Gunner. They are considerably pupset about bath time. Both 12/10 but Gunner needs your help\n\nhttps://t.co/JesYTzb1Jo https://t.co/5cncH08G1o', 'truncated': False, 'display_text_range': [0, 140], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [{'url': 'https://t.co/JesYTzb1Jo', 'expanded_url': 'https://www.gofundme.com/3hgsuu0', 'display_url': 'gofundme.com/3hgsuu0', 'indices': [117, 140]}], 'media': [{'id': 840632328313495553, 'id_str': '840632328313495553', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/C6qGphPV4AEKrdc.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C6qGphPV4AEKrdc.jpg', 'url': 'https://t.co/5cncH08G1o', 'display_url': 'pic.twitter.com/5cncH08G1o', 'expanded_url': 'https://twitter.com/dog_rates/status/840632337062862849/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 1024, 'h': 1024, 'resize': 'fit'}, 'large': {'w': 1024, 'h': 1024, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 840632328313495553, 'id_str': '840632328313495553', 'indices': [141, 164], 'media_url': 'http://pbs.twimg.com/media/C6qGphPV4AEKrdc.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C6qGphPV4AEKrdc.jpg', 'url': 'https://t.co/5cncH08G1o', 'display_url': 'pic.twitter.com/5cncH08G1o', 'expanded_url': 'https://twitter.com/dog_rates/status/840632337062862849/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 1024, 'h': 1024, 'resize': 'fit'}, 'large': {'w': 1024, 'h': 1024, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 1617, 'favorite_count': 8401, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Sat Mar 11 01:15:58 +0000 2017', 'id': 840370681858686976, 'id_str': '840370681858686976', 'full_text': 'You have been visited by the magical sugar jar puggo. He has granted you three boops. 13/10 would use immediately https://t.co/76iL7JUQdG', 'truncated': False, 'display_text_range': [0, 113], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 840370672886923264, 'id_str': '840370672886923264', 'indices': [114, 137], 'media_url': 'http://pbs.twimg.com/media/C6mYrK0UwAANhep.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C6mYrK0UwAANhep.jpg', 'url': 'https://t.co/76iL7JUQdG', 'display_url': 'pic.twitter.com/76iL7JUQdG', 'expanded_url': 'https://twitter.com/dog_rates/status/840370681858686976/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 1150, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 382, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 674, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 840370672886923264, 'id_str': '840370672886923264', 'indices': [114, 137], 'media_url': 'http://pbs.twimg.com/media/C6mYrK0UwAANhep.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C6mYrK0UwAANhep.jpg', 'url': 'https://t.co/76iL7JUQdG', 'display_url': 'pic.twitter.com/76iL7JUQdG', 'expanded_url': 'https://twitter.com/dog_rates/status/840370681858686976/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 1150, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 382, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 674, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 4169, 'favorite_count': 15302, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Fri Mar 10 18:27:58 +0000 2017', 'id': 840268004936019968, 'id_str': '840268004936019968', 'full_text': "This is Monty. He makes instantly regrettable decisions. Couldn't help himself. 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{'created_at': 'Sun Mar 05 01:36:26 +0000 2017', 'id': 838201503651401729, 'id_str': '838201503651401729', 'full_text': 'RT @dog_rates: Meet Sunny. He can take down a polar bear in one fell swoop. Fr*cken deadly af. 13/10 would pet with caution https://t.co/EM…', 'truncated': False, 'display_text_range': [0, 140], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [{'screen_name': 'dog_rates', 'name': 'WeRateDogs®', 'id': 4196983835, 'id_str': '4196983835', 'indices': [3, 13]}], 'urls': []}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'retweeted_status': {'created_at': 'Sun Jan 15 21:49:15 +0000 2017', 'id': 820749716845686786, 'id_str': '820749716845686786', 'full_text': 'Meet Sunny. He can take down a polar bear in one fell swoop. Fr*cken deadly af. 13/10 would pet with caution https://t.co/EMq8Ud6Ze1', 'truncated': False, 'display_text_range': [0, 108], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 820749705474965509, 'id_str': '820749705474965509', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C2PjgjRXgAUgKyC.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2PjgjRXgAUgKyC.jpg', 'url': 'https://t.co/EMq8Ud6Ze1', 'display_url': 'pic.twitter.com/EMq8Ud6Ze1', 'expanded_url': 'https://twitter.com/dog_rates/status/820749716845686786/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 820749705474965509, 'id_str': '820749705474965509', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C2PjgjRXgAUgKyC.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2PjgjRXgAUgKyC.jpg', 'url': 'https://t.co/EMq8Ud6Ze1', 'display_url': 'pic.twitter.com/EMq8Ud6Ze1', 'expanded_url': 'https://twitter.com/dog_rates/status/820749716845686786/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}}}, {'id': 820749705470767104, 'id_str': '820749705470767104', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C2PjgjQXcAAc4Uu.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2PjgjQXcAAc4Uu.jpg', 'url': 'https://t.co/EMq8Ud6Ze1', 'display_url': 'pic.twitter.com/EMq8Ud6Ze1', 'expanded_url': 'https://twitter.com/dog_rates/status/820749716845686786/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 9149, 'favorite_count': 29705, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}, 'is_quote_status': False, 'retweet_count': 9149, 'favorite_count': 0, 'favorited': False, 'retweeted': False, 'lang': 'en'}
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{'created_at': 'Thu Mar 02 01:20:01 +0000 2017', 'id': 837110210464448512, 'id_str': '837110210464448512', 'full_text': 'This is Clark. He passed pupper training today. Round of appaws for Clark. 13/10 https://t.co/7pUjwe8X6B', 'truncated': False, 'display_text_range': [0, 80], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 837110202889617409, 'id_str': '837110202889617409', 'indices': [81, 104], 'media_url': 'http://pbs.twimg.com/media/C54DS1kXQAEU5pS.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C54DS1kXQAEU5pS.jpg', 'url': 'https://t.co/7pUjwe8X6B', 'display_url': 'pic.twitter.com/7pUjwe8X6B', 'expanded_url': 'https://twitter.com/dog_rates/status/837110210464448512/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 545, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1640, 'h': 2048, 'resize': 'fit'}, 'medium': {'w': 961, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 837110202889617409, 'id_str': '837110202889617409', 'indices': [81, 104], 'media_url': 'http://pbs.twimg.com/media/C54DS1kXQAEU5pS.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C54DS1kXQAEU5pS.jpg', 'url': 'https://t.co/7pUjwe8X6B', 'display_url': 'pic.twitter.com/7pUjwe8X6B', 'expanded_url': 'https://twitter.com/dog_rates/status/837110210464448512/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 545, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1640, 'h': 2048, 'resize': 'fit'}, 'medium': {'w': 961, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2173, 'favorite_count': 15040, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Fri Feb 24 23:04:14 +0000 2017', 'id': 835264098648616962, 'id_str': '835264098648616962', 'full_text': 'Meet Lola. Her hobbies include being precious af and using her foot as a toothbrush. 12/10 Lola requests your help\n\nhttps://t.co/FYFyHh7rir https://t.co/IiB7ggduoU', 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [{'url': 'https://t.co/FYFyHh7rir', 'expanded_url': 'https://www.gofundme.com/lolas-life-saving-surgery-funds', 'display_url': 'gofundme.com/lolas-life-sav…', 'indices': [116, 139]}], 'media': [{'id': 835264086267072512, 'id_str': '835264086267072512', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C5d0QtOXEAAIANz.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5d0QtOXEAAIANz.jpg', 'url': 'https://t.co/IiB7ggduoU', 'display_url': 'pic.twitter.com/IiB7ggduoU', 'expanded_url': 'https://twitter.com/dog_rates/status/835264098648616962/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 835264086267072512, 'id_str': '835264086267072512', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C5d0QtOXEAAIANz.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5d0QtOXEAAIANz.jpg', 'url': 'https://t.co/IiB7ggduoU', 'display_url': 'pic.twitter.com/IiB7ggduoU', 'expanded_url': 'https://twitter.com/dog_rates/status/835264098648616962/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}}}, {'id': 835264086405492738, 'id_str': '835264086405492738', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C5d0QtvXMAI_7uz.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5d0QtvXMAI_7uz.jpg', 'url': 'https://t.co/IiB7ggduoU', 'display_url': 'pic.twitter.com/IiB7ggduoU', 'expanded_url': 'https://twitter.com/dog_rates/status/835264098648616962/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 1539, 'favorite_count': 7206, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Fri Feb 24 15:40:31 +0000 2017', 'id': 835152434251116546, 'id_str': '835152434251116546', 'full_text': "When you're so blinded by your systematic plagiarism that you forget what day it is. 0/10 https://t.co/YbEJPkg4Ag", 'truncated': False, 'display_text_range': [0, 89], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 835152428160978949, 'id_str': '835152428160978949', 'indices': [90, 113], 'media_url': 'http://pbs.twimg.com/media/C5cOtWXXEAUb9uj.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5cOtWXXEAUb9uj.jpg', 'url': 'https://t.co/YbEJPkg4Ag', 'display_url': 'pic.twitter.com/YbEJPkg4Ag', 'expanded_url': 'https://twitter.com/dog_rates/status/835152434251116546/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 584, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 750, 'h': 873, 'resize': 'fit'}, 'large': {'w': 750, 'h': 873, 'resize': 'fit'}}}]}, 'extended_entities': 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{'created_at': 'Tue Feb 21 17:04:24 +0000 2017', 'id': 834086379323871233, 'id_str': '834086379323871233', 'full_text': "This is Lipton. He's a West Romanian Snuggle Pup. Only a few left of his kind. 12/10 would boop https://t.co/5KmXPIGgAG", 'truncated': False, 'display_text_range': [0, 95], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 834086371694362625, 'id_str': '834086371694362625', 'indices': [96, 119], 'media_url': 'http://pbs.twimg.com/media/C5NFIsjWQAEI93t.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5NFIsjWQAEI93t.jpg', 'url': 'https://t.co/5KmXPIGgAG', 'display_url': 'pic.twitter.com/5KmXPIGgAG', 'expanded_url': 'https://twitter.com/dog_rates/status/834086379323871233/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 834086371694362625, 'id_str': '834086371694362625', 'indices': [96, 119], 'media_url': 'http://pbs.twimg.com/media/C5NFIsjWQAEI93t.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5NFIsjWQAEI93t.jpg', 'url': 'https://t.co/5KmXPIGgAG', 'display_url': 'pic.twitter.com/5KmXPIGgAG', 'expanded_url': 'https://twitter.com/dog_rates/status/834086379323871233/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2036, 'favorite_count': 12204, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Tue Feb 21 02:17:06 +0000 2017', 'id': 833863086058651648, 'id_str': '833863086058651648', 'full_text': 'This is Bentley. Hairbrushes are his favorite thing in the h*ckin world. 12/10 impawsible to say no to https://t.co/HDloTYilWZ', 'truncated': False, 'display_text_range': [0, 102], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 833863075296067585, 'id_str': '833863075296067585', 'indices': [103, 126], 'media_url': 'http://pbs.twimg.com/media/C5J6DIpWQAEosSz.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5J6DIpWQAEosSz.jpg', 'url': 'https://t.co/HDloTYilWZ', 'display_url': 'pic.twitter.com/HDloTYilWZ', 'expanded_url': 'https://twitter.com/dog_rates/status/833863086058651648/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 833863075296067585, 'id_str': '833863075296067585', 'indices': [103, 126], 'media_url': 'http://pbs.twimg.com/media/C5J6DIpWQAEosSz.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5J6DIpWQAEosSz.jpg', 'url': 'https://t.co/HDloTYilWZ', 'display_url': 'pic.twitter.com/HDloTYilWZ', 'expanded_url': 'https://twitter.com/dog_rates/status/833863086058651648/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}, {'id': 833863075291918337, 'id_str': '833863075291918337', 'indices': [103, 126], 'media_url': 'http://pbs.twimg.com/media/C5J6DIoW8AEGk72.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5J6DIoW8AEGk72.jpg', 'url': 'https://t.co/HDloTYilWZ', 'display_url': 'pic.twitter.com/HDloTYilWZ', 'expanded_url': 'https://twitter.com/dog_rates/status/833863086058651648/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1535, 'h': 1961, 'resize': 'fit'}, 'medium': {'w': 939, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 532, 'h': 680, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2202, 'favorite_count': 12587, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon Feb 20 23:50:09 +0000 2017', 'id': 833826103416520705, 'id_str': '833826103416520705', 'full_text': 'Meet Charlie. She asked u to change the channel to Animal Planet at least 6 times. Now taking matters into her own paws. 13/10 assertive af https://t.co/WTzhtfevKY', 'truncated': False, 'display_text_range': [0, 139], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 833826091328430080, 'id_str': '833826091328430080', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C5JYaYoVYAAcEQw.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5JYaYoVYAAcEQw.jpg', 'url': 'https://t.co/WTzhtfevKY', 'display_url': 'pic.twitter.com/WTzhtfevKY', 'expanded_url': 'https://twitter.com/dog_rates/status/833826103416520705/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 680, 'h': 673, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 748, 'h': 740, 'resize': 'fit'}, 'large': {'w': 748, 'h': 740, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 833826091328430080, 'id_str': '833826091328430080', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C5JYaYoVYAAcEQw.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5JYaYoVYAAcEQw.jpg', 'url': 'https://t.co/WTzhtfevKY', 'display_url': 'pic.twitter.com/WTzhtfevKY', 'expanded_url': 'https://twitter.com/dog_rates/status/833826103416520705/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 680, 'h': 673, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 748, 'h': 740, 'resize': 'fit'}, 'large': {'w': 748, 'h': 740, 'resize': 'fit'}}}, {'id': 833826091341017088, 'id_str': '833826091341017088', 'indices': [140, 163], 'media_url': 'http://pbs.twimg.com/media/C5JYaYrVcAAvfZZ.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C5JYaYrVcAAvfZZ.jpg', 'url': 'https://t.co/WTzhtfevKY', 'display_url': 'pic.twitter.com/WTzhtfevKY', 'expanded_url': 'https://twitter.com/dog_rates/status/833826103416520705/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 680, 'h': 669, 'resize': 'fit'}, 'large': {'w': 750, 'h': 738, 'resize': 'fit'}, 'medium': {'w': 750, 'h': 738, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3481, 'favorite_count': 17037, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Mon Feb 13 01:46:03 +0000 2017', 'id': 830956169170665475, 'id_str': '830956169170665475', 'full_text': 'Say hello to Reggie. He hates puns. 12/10 lighten pup Reggie https://t.co/X4vNEzAod5', 'truncated': False, 'display_text_range': [0, 60], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 830956118893543424, 'id_str': '830956118893543424', 'indices': [61, 84], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/830956118893543424/pu/img/t2G0raF7pDPRMAH5.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/830956118893543424/pu/img/t2G0raF7pDPRMAH5.jpg', 'url': 'https://t.co/X4vNEzAod5', 'display_url': 'pic.twitter.com/X4vNEzAod5', 'expanded_url': 'https://twitter.com/dog_rates/status/830956169170665475/video/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 384, 'h': 480, 'resize': 'fit'}, 'small': {'w': 384, 'h': 480, 'resize': 'fit'}, 'large': {'w': 384, 'h': 480, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 830956118893543424, 'id_str': '830956118893543424', 'indices': [61, 84], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/830956118893543424/pu/img/t2G0raF7pDPRMAH5.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/830956118893543424/pu/img/t2G0raF7pDPRMAH5.jpg', 'url': 'https://t.co/X4vNEzAod5', 'display_url': 'pic.twitter.com/X4vNEzAod5', 'expanded_url': 'https://twitter.com/dog_rates/status/830956169170665475/video/1', 'type': 'video', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 384, 'h': 480, 'resize': 'fit'}, 'small': {'w': 384, 'h': 480, 'resize': 'fit'}, 'large': {'w': 384, 'h': 480, 'resize': 'fit'}}, 'video_info': {'aspect_ratio': [4, 5], 'duration_millis': 6455, 'variants': [{'bitrate': 256000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/830956118893543424/pu/vid/256x320/ClvYQGis06SUvIXR.mp4'}, {'content_type': 'application/x-mpegURL', 'url': 'https://video.twimg.com/ext_tw_video/830956118893543424/pu/pl/dT_piXUmoo_0G3mN.m3u8'}]}, 'additional_media_info': {'monetizable': False}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 1373, 'favorite_count': 7485, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Sun Feb 05 01:04:17 +0000 2017', 'id': 828046555563323392, 'id_str': '828046555563323392', 'full_text': 'This is Sailer. He waits on the roof for his owners to come home. Nobody knows how he gets up there. 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{'created_at': 'Wed Feb 01 01:09:42 +0000 2017', 'id': 826598365270007810, 'id_str': '826598365270007810', 'full_text': "This is Pawnd... James Pawnd. 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{'created_at': 'Mon Jan 30 17:10:04 +0000 2017', 'id': 826115272272650244, 'id_str': '826115272272650244', 'full_text': "This is Ike. He's demonstrating the pupmost restraint. 13/10 super good boy https://t.co/6gHoGah9nm", 'truncated': False, 'display_text_range': [0, 75], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 826115125966958597, 'id_str': '826115125966958597', 'indices': [76, 99], 'media_url': 'http://pbs.twimg.com/media/C3bzVILWcAUjS5i.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C3bzVILWcAUjS5i.jpg', 'url': 'https://t.co/6gHoGah9nm', 'display_url': 'pic.twitter.com/6gHoGah9nm', 'expanded_url': 'https://twitter.com/dog_rates/status/826115272272650244/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 432, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 763, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1117, 'h': 1757, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 826115125966958597, 'id_str': '826115125966958597', 'indices': [76, 99], 'media_url': 'http://pbs.twimg.com/media/C3bzVILWcAUjS5i.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C3bzVILWcAUjS5i.jpg', 'url': 'https://t.co/6gHoGah9nm', 'display_url': 'pic.twitter.com/6gHoGah9nm', 'expanded_url': 'https://twitter.com/dog_rates/status/826115272272650244/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 432, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 763, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1117, 'h': 1757, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364489, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 2852, 'favorite_count': 14689, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Sun Jan 22 01:12:59 +0000 2017', 'id': 822975315408461824, 'id_str': '822975315408461824', 'full_text': "This is Albus. He's soaked as h*ck. Seems to have misplaced an ear as well. Still in good spirits tho. 12/10 would dry https://t.co/yUM8jYStuG", 'truncated': False, 'display_text_range': [0, 118], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 822975307724496896, 'id_str': '822975307724496896', 'indices': [119, 142], 'media_url': 'http://pbs.twimg.com/media/C2vLrpvWIAA3LM3.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2vLrpvWIAA3LM3.jpg', 'url': 'https://t.co/yUM8jYStuG', 'display_url': 'pic.twitter.com/yUM8jYStuG', 'expanded_url': 'https://twitter.com/dog_rates/status/822975315408461824/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 2048, 'h': 2048, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1200, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 680, 'h': 680, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 822975307724496896, 'id_str': '822975307724496896', 'indices': [119, 142], 'media_url': 'http://pbs.twimg.com/media/C2vLrpvWIAA3LM3.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2vLrpvWIAA3LM3.jpg', 'url': 'https://t.co/yUM8jYStuG', 'display_url': 'pic.twitter.com/yUM8jYStuG', 'expanded_url': 'https://twitter.com/dog_rates/status/822975315408461824/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 2048, 'h': 2048, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 1200, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 680, 'h': 680, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364488, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 3186, 'favorite_count': 16313, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Wed Jan 18 20:16:54 +0000 2017', 'id': 821813639212650496, 'id_str': '821813639212650496', 'full_text': 'RT @dog_rates: Meet Hercules. 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{'created_at': 'Wed Jan 18 17:07:18 +0000 2017', 'id': 821765923262631936, 'id_str': '821765923262631936', 'full_text': 'This is Duchess. She uses dark doggo forces to levitate her toys. 13/10 magical af https://t.co/maDNMETA52', 'truncated': False, 'display_text_range': [0, 82], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 821765912948772865, 'id_str': '821765912948772865', 'indices': [83, 106], 'media_url': 'http://pbs.twimg.com/media/C2d_vnHWEAE9phX.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2d_vnHWEAE9phX.jpg', 'url': 'https://t.co/maDNMETA52', 'display_url': 'pic.twitter.com/maDNMETA52', 'expanded_url': 'https://twitter.com/dog_rates/status/821765923262631936/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1152, 'h': 1442, 'resize': 'fit'}, 'small': {'w': 543, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 959, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 821765912948772865, 'id_str': '821765912948772865', 'indices': [83, 106], 'media_url': 'http://pbs.twimg.com/media/C2d_vnHWEAE9phX.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2d_vnHWEAE9phX.jpg', 'url': 'https://t.co/maDNMETA52', 'display_url': 'pic.twitter.com/maDNMETA52', 'expanded_url': 'https://twitter.com/dog_rates/status/821765923262631936/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1152, 'h': 1442, 'resize': 'fit'}, 'small': {'w': 543, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 959, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364488, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 1553, 'favorite_count': 7886, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Tue Jan 17 00:33:26 +0000 2017', 'id': 821153421864615936, 'id_str': '821153421864615936', 'full_text': "@imgur for a polar bear tho I'd say 13/10 is appropriate", 'truncated': False, 'display_text_range': [7, 56], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [{'screen_name': 'imgur', 'name': 'Imgur', 'id': 113211856, 'id_str': '113211856', 'indices': [0, 6]}], 'urls': []}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': 821152592717697024, 'in_reply_to_status_id_str': '821152592717697024', 'in_reply_to_user_id': 113211856, 'in_reply_to_user_id_str': '113211856', 'in_reply_to_screen_name': 'imgur', 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364488, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 8, 'favorite_count': 236, 'favorited': False, 'retweeted': False, 'lang': 'en'}
{'created_at': 'Tue Jan 17 00:18:04 +0000 2017', 'id': 821149554670182400, 'id_str': '821149554670182400', 'full_text': 'This is Luca. He got caught howling. H*ckin embarrassed. 12/10 https://t.co/r8DxA8DYJ2', 'truncated': False, 'display_text_range': [0, 62], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 821149477142556673, 'id_str': '821149477142556673', 'indices': [63, 86], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/821149477142556673/pu/img/88_DV098c60pC5AA.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/821149477142556673/pu/img/88_DV098c60pC5AA.jpg', 'url': 'https://t.co/r8DxA8DYJ2', 'display_url': 'pic.twitter.com/r8DxA8DYJ2', 'expanded_url': 'https://twitter.com/dog_rates/status/821149554670182400/video/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 383, 'h': 680, 'resize': 'fit'}, 'large': {'w': 720, 'h': 1280, 'resize': 'fit'}, 'medium': {'w': 675, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 821149477142556673, 'id_str': '821149477142556673', 'indices': [63, 86], 'media_url': 'http://pbs.twimg.com/ext_tw_video_thumb/821149477142556673/pu/img/88_DV098c60pC5AA.jpg', 'media_url_https': 'https://pbs.twimg.com/ext_tw_video_thumb/821149477142556673/pu/img/88_DV098c60pC5AA.jpg', 'url': 'https://t.co/r8DxA8DYJ2', 'display_url': 'pic.twitter.com/r8DxA8DYJ2', 'expanded_url': 'https://twitter.com/dog_rates/status/821149554670182400/video/1', 'type': 'video', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 383, 'h': 680, 'resize': 'fit'}, 'large': {'w': 720, 'h': 1280, 'resize': 'fit'}, 'medium': {'w': 675, 'h': 1200, 'resize': 'fit'}}, 'video_info': {'aspect_ratio': [9, 16], 'duration_millis': 9973, 'variants': [{'bitrate': 832000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/821149477142556673/pu/vid/360x640/EiJigAo1HWWaapjE.mp4'}, {'bitrate': 2176000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/821149477142556673/pu/vid/720x1280/TGcn4gpcV55iVcJN.mp4'}, {'bitrate': 256000, 'content_type': 'video/mp4', 'url': 'https://video.twimg.com/ext_tw_video/821149477142556673/pu/vid/180x320/E4au_SLstZi0py2J.mp4'}, {'content_type': 'application/x-mpegURL', 'url': 'https://video.twimg.com/ext_tw_video/821149477142556673/pu/pl/-lfb3YUSt5rsjN8K.m3u8'}]}, 'additional_media_info': {'monetizable': False}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364488, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 1818, 'favorite_count': 8083, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Mon Jan 16 21:32:06 +0000 2017', 'id': 821107785811234820, 'id_str': '821107785811234820', 'full_text': "Here's a doggo who looks like he's about to give you a list of mythical ingredients to go collect for his potion. 11/10 would obey https://t.co/8SiwKDlRcl", 'truncated': False, 'display_text_range': [0, 130], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 821107776281669633, 'id_str': '821107776281669633', 'indices': [131, 154], 'media_url': 'http://pbs.twimg.com/media/C2UpLA-UcAEK_Fz.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2UpLA-UcAEK_Fz.jpg', 'url': 'https://t.co/8SiwKDlRcl', 'display_url': 'pic.twitter.com/8SiwKDlRcl', 'expanded_url': 'https://twitter.com/dog_rates/status/821107785811234820/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 821107776281669633, 'id_str': '821107776281669633', 'indices': [131, 154], 'media_url': 'http://pbs.twimg.com/media/C2UpLA-UcAEK_Fz.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2UpLA-UcAEK_Fz.jpg', 'url': 'https://t.co/8SiwKDlRcl', 'display_url': 'pic.twitter.com/8SiwKDlRcl', 'expanded_url': 'https://twitter.com/dog_rates/status/821107785811234820/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364488, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 1962, 'favorite_count': 9026, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Mon Jan 16 03:37:31 +0000 2017', 'id': 820837357901512704, 'id_str': '820837357901512704', 'full_text': "RT @dog_rates: This is Finn. He's wondering if you come here often. 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{'created_at': 'Sun Jan 15 21:49:15 +0000 2017', 'id': 820749716845686786, 'id_str': '820749716845686786', 'full_text': 'Meet Sunny. He can take down a polar bear in one fell swoop. Fr*cken deadly af. 13/10 would pet with caution https://t.co/EMq8Ud6Ze1', 'truncated': False, 'display_text_range': [0, 108], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 820749705474965509, 'id_str': '820749705474965509', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C2PjgjRXgAUgKyC.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2PjgjRXgAUgKyC.jpg', 'url': 'https://t.co/EMq8Ud6Ze1', 'display_url': 'pic.twitter.com/EMq8Ud6Ze1', 'expanded_url': 'https://twitter.com/dog_rates/status/820749716845686786/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 820749705474965509, 'id_str': '820749705474965509', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C2PjgjRXgAUgKyC.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2PjgjRXgAUgKyC.jpg', 'url': 'https://t.co/EMq8Ud6Ze1', 'display_url': 'pic.twitter.com/EMq8Ud6Ze1', 'expanded_url': 'https://twitter.com/dog_rates/status/820749716845686786/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}}}, {'id': 820749705470767104, 'id_str': '820749705470767104', 'indices': [109, 132], 'media_url': 'http://pbs.twimg.com/media/C2PjgjQXcAAc4Uu.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2PjgjQXcAAc4Uu.jpg', 'url': 'https://t.co/EMq8Ud6Ze1', 'display_url': 'pic.twitter.com/EMq8Ud6Ze1', 'expanded_url': 'https://twitter.com/dog_rates/status/820749716845686786/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364488, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 9149, 'favorite_count': 29705, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Sun Jan 15 17:52:40 +0000 2017', 'id': 820690176645140481, 'id_str': '820690176645140481', 'full_text': 'The floofs have been released I repeat the floofs have been released. 84/70 https://t.co/NIYC820tmd', 'truncated': False, 'display_text_range': [0, 75], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 820690162338279425, 'id_str': '820690162338279425', 'indices': [76, 99], 'media_url': 'http://pbs.twimg.com/media/C2OtWrzUsAE8i0D.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C2OtWrzUsAE8i0D.jpg', 'url': 'https://t.co/NIYC820tmd', 'display_url': 'pic.twitter.com/NIYC820tmd', 'expanded_url': 'https://twitter.com/dog_rates/status/820690176645140481/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 2048, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 680, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 1200, 'h': 1200, 'resize': 'fit'}}}]}, 'extended_entities': {'media': 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{'created_at': 'Sun Jan 08 01:40:55 +0000 2017', 'id': 817908911860748288, 'id_str': '817908911860748288', 'full_text': 'Looks like he went cross-eyed trying way too hard to use the force. 12/10 \nhttps://t.co/bbuKxk0fM8', 'truncated': False, 'display_text_range': [0, 98], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [{'url': 'https://t.co/bbuKxk0fM8', 'expanded_url': 'https://twitter.com/micahgrimes/status/817902080979599361', 'display_url': 'twitter.com/micahgrimes/st…', 'indices': [75, 98]}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and 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{'created_at': 'Wed Jan 04 01:05:59 +0000 2017', 'id': 816450570814898180, 'id_str': '816450570814898180', 'full_text': "Meet Moose. He doesn't want his friend to go back to college. 13/10 looks like you're staying home John https://t.co/LIhmM7i70k", 'truncated': False, 'display_text_range': [0, 103], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 816450564926164996, 'id_str': '816450564926164996', 'indices': [104, 127], 'media_url': 'http://pbs.twimg.com/media/C1SddosXUAQcVR1.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C1SddosXUAQcVR1.jpg', 'url': 'https://t.co/LIhmM7i70k', 'display_url': 'pic.twitter.com/LIhmM7i70k', 'expanded_url': 'https://twitter.com/dog_rates/status/816450570814898180/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 618, 'h': 243, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 618, 'h': 243, 'resize': 'fit'}, 'medium': {'w': 618, 'h': 243, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 816450564926164996, 'id_str': '816450564926164996', 'indices': [104, 127], 'media_url': 'http://pbs.twimg.com/media/C1SddosXUAQcVR1.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C1SddosXUAQcVR1.jpg', 'url': 'https://t.co/LIhmM7i70k', 'display_url': 'pic.twitter.com/LIhmM7i70k', 'expanded_url': 'https://twitter.com/dog_rates/status/816450570814898180/photo/1', 'type': 'photo', 'sizes': {'large': {'w': 618, 'h': 243, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 618, 'h': 243, 'resize': 'fit'}, 'medium': {'w': 618, 'h': 243, 'resize': 'fit'}}}, {'id': 816450565198741505, 'id_str': '816450565198741505', 'indices': [104, 127], 'media_url': 'http://pbs.twimg.com/media/C1SddptWgAExv11.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C1SddptWgAExv11.jpg', 'url': 'https://t.co/LIhmM7i70k', 'display_url': 'pic.twitter.com/LIhmM7i70k', 'expanded_url': 'https://twitter.com/dog_rates/status/816450570814898180/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}, 'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364488, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 7416, 'favorite_count': 28553, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
{'created_at': 'Tue Jan 03 17:33:39 +0000 2017', 'id': 816336735214911488, 'id_str': '816336735214911488', 'full_text': "This is Dudley. He found a flower and now he's a queen. 11/10 would be an honor to pet https://t.co/nuJxtmlLcY", 'truncated': False, 'display_text_range': [0, 86], 'entities': {'hashtags': [], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 816336726218117120, 'id_str': '816336726218117120', 'indices': [87, 110], 'media_url': 'http://pbs.twimg.com/media/C1Q17WdWEAAjKFO.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C1Q17WdWEAAjKFO.jpg', 'url': 'https://t.co/nuJxtmlLcY', 'display_url': 'pic.twitter.com/nuJxtmlLcY', 'expanded_url': 'https://twitter.com/dog_rates/status/816336735214911488/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 816336726218117120, 'id_str': '816336726218117120', 'indices': [87, 110], 'media_url': 'http://pbs.twimg.com/media/C1Q17WdWEAAjKFO.jpg', 'media_url_https': 'https://pbs.twimg.com/media/C1Q17WdWEAAjKFO.jpg', 'url': 'https://t.co/nuJxtmlLcY', 'display_url': 'pic.twitter.com/nuJxtmlLcY', 'expanded_url': 'https://twitter.com/dog_rates/status/816336735214911488/photo/1', 'type': 'photo', 'sizes': {'small': {'w': 510, 'h': 680, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'medium': {'w': 900, 'h': 1200, 'resize': 'fit'}, 'large': {'w': 1536, 'h': 2048, 'resize': 'fit'}}}]}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 4196983835, 'id_str': '4196983835', 'name': 'WeRateDogs®', 'screen_name': 'dog_rates', 'location': 'all our links ➜', 'description': 'Your Only Source For Professional Dog Ratings Instagram and Facebook ➜ WeRateDogs partnerships@weratedogs.com | nonprofit: @15outof10 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀', 'url': 'https://t.co/YPc2Xq4Va2', 'entities': {'url': {'urls': [{'url': 'https://t.co/YPc2Xq4Va2', 'expanded_url': 'http://links.weratedogs.com', 'display_url': 'links.weratedogs.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 9364488, 'friends_count': 21, 'listed_count': 7626, 'created_at': 'Sun Nov 15 21:41:29 +0000 2015', 'favourites_count': 147618, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': True, 'statuses_count': 16228, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '000000', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1552995729014247425/TaJbIdmK_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/4196983835/1661991479', 'profile_link_color': 'F5ABB5', 'profile_sidebar_border_color': '000000', 'profile_sidebar_fill_color': '000000', 'profile_text_color': '000000', 'profile_use_background_image': False, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 1793, 'favorite_count': 8142, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'possibly_sensitive_appealable': False, 'lang': 'en'}
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{'created_at': 'Mon Jan 02 23:23:48 +0000 2017', 'id': 816062466425819140, 'id_str': '816062466425819140', 'full_text': "RT @dog_rates: Meet Jack. 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{'created_at': 'Mon Jan 02 20:12:21 +0000 2017', 'id': 816014286006976512, 'id_str': '816014286006976512', 'full_text': 'RT @dog_rates: This is Larry. He has no self control. 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IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)
In [7]:
tweets_info= pd.DataFrame(tweets_info, columns= ['id', 'retweet_count','favourite_count'])
tweets_info.head()
Out[7]:
id retweet_count favourite_count
0 892420643555336193 6965 NaN
1 892177421306343426 5269 NaN
2 891815181378084864 3463 NaN
3 891689557279858688 7190 NaN
4 891327558926688256 7710 NaN
In [8]:
tweets_info.to_csv('tweets_info.csv', index= False)
In [9]:
tweets_info.head()
Out[9]:
id retweet_count favourite_count
0 892420643555336193 6965 NaN
1 892177421306343426 5269 NaN
2 891815181378084864 3463 NaN
3 891689557279858688 7190 NaN
4 891327558926688256 7710 NaN
In [10]:
tweets_info.tail()
Out[10]:
id retweet_count favourite_count
2321 666049248165822465 36 NaN
2322 666044226329800704 114 NaN
2323 666033412701032449 36 NaN
2324 666029285002620928 39 NaN
2325 666020888022790149 419 NaN
In [11]:
tweets_info.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 2326 entries, 0 to 2325
Data columns (total 3 columns):
 #   Column           Non-Null Count  Dtype  
---  ------           --------------  -----  
 0   id               2326 non-null   int64  
 1   retweet_count    2326 non-null   int64  
 2   favourite_count  0 non-null      float64
dtypes: float64(1), int64(2)
memory usage: 54.6 KB

Assessing¶

a. Assessing Enhanced Twitter Archive¶

In [12]:
twit_arc.head()
Out[12]:
tweet_id in_reply_to_status_id in_reply_to_user_id timestamp source text retweeted_status_id retweeted_status_user_id retweeted_status_timestamp expanded_urls rating_numerator rating_denominator name doggo floofer pupper puppo
0 892420643555336193 NaN NaN 2017-08-01 16:23:56 +0000 <a href="http://twitter.com/download/iphone" r... This is Phineas. He's a mystical boy. Only eve... NaN NaN NaN https://twitter.com/dog_rates/status/892420643... 13 10 Phineas None None None None
1 892177421306343426 NaN NaN 2017-08-01 00:17:27 +0000 <a href="http://twitter.com/download/iphone" r... This is Tilly. She's just checking pup on you.... NaN NaN NaN https://twitter.com/dog_rates/status/892177421... 13 10 Tilly None None None None
2 891815181378084864 NaN NaN 2017-07-31 00:18:03 +0000 <a href="http://twitter.com/download/iphone" r... This is Archie. He is a rare Norwegian Pouncin... NaN NaN NaN https://twitter.com/dog_rates/status/891815181... 12 10 Archie None None None None
3 891689557279858688 NaN NaN 2017-07-30 15:58:51 +0000 <a href="http://twitter.com/download/iphone" r... This is Darla. She commenced a snooze mid meal... NaN NaN NaN https://twitter.com/dog_rates/status/891689557... 13 10 Darla None None None None
4 891327558926688256 NaN NaN 2017-07-29 16:00:24 +0000 <a href="http://twitter.com/download/iphone" r... This is Franklin. He would like you to stop ca... NaN NaN NaN https://twitter.com/dog_rates/status/891327558... 12 10 Franklin None None None None
In [13]:
twit_arc.sample(10)
Out[13]:
tweet_id in_reply_to_status_id in_reply_to_user_id timestamp source text retweeted_status_id retweeted_status_user_id retweeted_status_timestamp expanded_urls rating_numerator rating_denominator name doggo floofer pupper puppo
1703 680913438424612864 NaN NaN 2015-12-27 00:49:49 +0000 <a href="http://twitter.com/download/iphone" r... Meet Griswold. He's dapper as hell. Already pu... NaN NaN NaN https://twitter.com/dog_rates/status/680913438... 11 10 Griswold None None None None
358 830097400375152640 NaN NaN 2017-02-10 16:53:37 +0000 <a href="http://twitter.com/download/iphone" r... Meet Samson. He's absolute fluffy perfection. ... NaN NaN NaN https://www.gofundme.com/sick-baby-samson,http... 13 10 Samson None None None None
178 857263160327368704 NaN NaN 2017-04-26 16:00:39 +0000 <a href="http://twitter.com/download/iphone" r... This is Oscar and Oliver. Oliver shrunk Oscar.... NaN NaN NaN https://twitter.com/dog_rates/status/857263160... 13 10 Oscar None None None None
1391 700143752053182464 NaN NaN 2016-02-18 02:24:13 +0000 <a href="http://twitter.com/download/iphone" r... When it's Janet from accounting's birthday but... NaN NaN NaN https://twitter.com/dog_rates/status/700143752... 10 10 None None None pupper None
888 759846353224826880 NaN NaN 2016-07-31 20:21:02 +0000 <a href="http://twitter.com/download/iphone" r... This is Kirby. He's a Beneblip Cumberpat. Pret... NaN NaN NaN https://twitter.com/dog_rates/status/759846353... 11 10 Kirby None None None None
204 852936405516943360 NaN NaN 2017-04-14 17:27:40 +0000 <a href="http://twitter.com/download/iphone" r... RT @dog_rates: I usually only share these on F... 8.316501e+17 4.196984e+09 2017-02-14 23:43:18 +0000 http://www.gofundme.com/bluethewhitehusky,http... 13 10 None None None None None
2029 671855973984772097 NaN NaN 2015-12-02 00:58:41 +0000 <a href="http://twitter.com/download/iphone" r... Remarkable dog here. Walks on back legs really... NaN NaN NaN https://twitter.com/dog_rates/status/671855973... 8 10 None None None None None
2239 667937095915278337 NaN NaN 2015-11-21 05:26:27 +0000 <a href="http://twitter.com/download/iphone" r... This dog resembles a baked potato. Bed looks u... NaN NaN NaN https://twitter.com/dog_rates/status/667937095... 3 10 None None None None None
617 796387464403357696 NaN NaN 2016-11-09 16:22:22 +0000 <a href="http://twitter.com/download/iphone" r... This is Snicku. He's having trouble reading be... NaN NaN NaN https://twitter.com/dog_rates/status/796387464... 12 10 Snicku None None None None
1573 687494652870668288 NaN NaN 2016-01-14 04:41:12 +0000 <a href="http://twitter.com/download/iphone" r... This is Marq. He stole this car. 7/10 wtf Marq... NaN NaN NaN https://twitter.com/dog_rates/status/687494652... 7 10 Marq None None None None
In [14]:
twit_arc.tail()
Out[14]:
tweet_id in_reply_to_status_id in_reply_to_user_id timestamp source text retweeted_status_id retweeted_status_user_id retweeted_status_timestamp expanded_urls rating_numerator rating_denominator name doggo floofer pupper puppo
2351 666049248165822465 NaN NaN 2015-11-16 00:24:50 +0000 <a href="http://twitter.com/download/iphone" r... Here we have a 1949 1st generation vulpix. Enj... NaN NaN NaN https://twitter.com/dog_rates/status/666049248... 5 10 None None None None None
2352 666044226329800704 NaN NaN 2015-11-16 00:04:52 +0000 <a href="http://twitter.com/download/iphone" r... This is a purebred Piers Morgan. Loves to Netf... NaN NaN NaN https://twitter.com/dog_rates/status/666044226... 6 10 a None None None None
2353 666033412701032449 NaN NaN 2015-11-15 23:21:54 +0000 <a href="http://twitter.com/download/iphone" r... Here is a very happy pup. Big fan of well-main... NaN NaN NaN https://twitter.com/dog_rates/status/666033412... 9 10 a None None None None
2354 666029285002620928 NaN NaN 2015-11-15 23:05:30 +0000 <a href="http://twitter.com/download/iphone" r... This is a western brown Mitsubishi terrier. Up... NaN NaN NaN https://twitter.com/dog_rates/status/666029285... 7 10 a None None None None
2355 666020888022790149 NaN NaN 2015-11-15 22:32:08 +0000 <a href="http://twitter.com/download/iphone" r... Here we have a Japanese Irish Setter. Lost eye... NaN NaN NaN https://twitter.com/dog_rates/status/666020888... 8 10 None None None None None
In [15]:
twit_arc.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 2356 entries, 0 to 2355
Data columns (total 17 columns):
 #   Column                      Non-Null Count  Dtype  
---  ------                      --------------  -----  
 0   tweet_id                    2356 non-null   int64  
 1   in_reply_to_status_id       78 non-null     float64
 2   in_reply_to_user_id         78 non-null     float64
 3   timestamp                   2356 non-null   object 
 4   source                      2356 non-null   object 
 5   text                        2356 non-null   object 
 6   retweeted_status_id         181 non-null    float64
 7   retweeted_status_user_id    181 non-null    float64
 8   retweeted_status_timestamp  181 non-null    object 
 9   expanded_urls               2297 non-null   object 
 10  rating_numerator            2356 non-null   int64  
 11  rating_denominator          2356 non-null   int64  
 12  name                        2356 non-null   object 
 13  doggo                       2356 non-null   object 
 14  floofer                     2356 non-null   object 
 15  pupper                      2356 non-null   object 
 16  puppo                       2356 non-null   object 
dtypes: float64(4), int64(3), object(10)
memory usage: 313.0+ KB
In [16]:
twit_arc.describe()
Out[16]:
tweet_id in_reply_to_status_id in_reply_to_user_id retweeted_status_id retweeted_status_user_id rating_numerator rating_denominator
count 2.356000e+03 7.800000e+01 7.800000e+01 1.810000e+02 1.810000e+02 2356.000000 2356.000000
mean 7.427716e+17 7.455079e+17 2.014171e+16 7.720400e+17 1.241698e+16 13.126486 10.455433
std 6.856705e+16 7.582492e+16 1.252797e+17 6.236928e+16 9.599254e+16 45.876648 6.745237
min 6.660209e+17 6.658147e+17 1.185634e+07 6.661041e+17 7.832140e+05 0.000000 0.000000
25% 6.783989e+17 6.757419e+17 3.086374e+08 7.186315e+17 4.196984e+09 10.000000 10.000000
50% 7.196279e+17 7.038708e+17 4.196984e+09 7.804657e+17 4.196984e+09 11.000000 10.000000
75% 7.993373e+17 8.257804e+17 4.196984e+09 8.203146e+17 4.196984e+09 12.000000 10.000000
max 8.924206e+17 8.862664e+17 8.405479e+17 8.874740e+17 7.874618e+17 1776.000000 170.000000
In [17]:
twit_arc['source'].value_counts()
Out[17]:
<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>     2221
<a href="http://vine.co" rel="nofollow">Vine - Make a Scene</a>                          91
<a href="http://twitter.com" rel="nofollow">Twitter Web Client</a>                       33
<a href="https://about.twitter.com/products/tweetdeck" rel="nofollow">TweetDeck</a>      11
Name: source, dtype: int64
In [18]:
#sort by denominator values
twit_arc['rating_denominator'].value_counts()
Out[18]:
10     2333
11        3
50        3
20        2
80        2
70        1
7         1
15        1
150       1
170       1
0         1
90        1
40        1
130       1
110       1
16        1
120       1
2         1
Name: rating_denominator, dtype: int64
In [19]:
twit_arc['rating_numerator'].value_counts()
Out[19]:
12      558
11      464
10      461
13      351
9       158
8       102
7        55
14       54
5        37
6        32
3        19
4        17
2         9
1         9
75        2
15        2
420       2
0         2
80        1
144       1
17        1
26        1
20        1
121       1
143       1
44        1
60        1
45        1
50        1
99        1
204       1
1776      1
165       1
666       1
27        1
182       1
24        1
960       1
84        1
88        1
Name: rating_numerator, dtype: int64
In [20]:
twit_arc[twit_arc.rating_numerator <10].tweet_id
Out[20]:
45      883482846933004288
229     848212111729840128
315     835152434251116546
387     826598799820865537
462     817502432452313088
               ...        
2351    666049248165822465
2352    666044226329800704
2353    666033412701032449
2354    666029285002620928
2355    666020888022790149
Name: tweet_id, Length: 440, dtype: int64
In [21]:
twit_arc.rating_denominator.describe()
#some denominators have a 0 value
Out[21]:
count    2356.000000
mean       10.455433
std         6.745237
min         0.000000
25%        10.000000
50%        10.000000
75%        10.000000
max       170.000000
Name: rating_denominator, dtype: float64
In [22]:
#Records which are retweets
len(twit_arc[twit_arc.retweeted_status_timestamp.isnull()== False])
Out[22]:
181
In [23]:
#check for duplicate values
sum(twit_arc.duplicated())
Out[23]:
0
In [24]:
twit_arc.name.value_counts()
Out[24]:
None          745
a              55
Charlie        12
Cooper         11
Lucy           11
             ... 
Dex             1
Ace             1
Tayzie          1
Grizzie         1
Christoper      1
Name: name, Length: 957, dtype: int64

Observations For Enhanced Twitter Archive¶

Quality¶

* There are retweets present in the data
* Dog names are not consistent
* ID variables are sometimes integers or floats (numeric)
* Column names are not always meaningful 
* Retweeted_status_timestamp is not a datetime variable
* Source values are formatted as <a href=url <a/>
* Some rating numerators less than 10
* "retweeted_status" variables are numeric
* Some rating denominators are not equal 10

Structure¶

* Doggo,floofer,pupper and puppo all refer to the same measurement "dog stage"
* Source and expanded urls have several information
* There is more than one stage filled for individual dogs

b. Assessing Tweet Image Predictions¶

In [25]:
image_predictions.head()
Out[25]:
tweet_id jpg_url img_num p1 p1_conf p1_dog p2 p2_conf p2_dog p3 p3_conf p3_dog
0 666020888022790149 https://pbs.twimg.com/media/CT4udn0WwAA0aMy.jpg 1 Welsh_springer_spaniel 0.465074 True collie 0.156665 True Shetland_sheepdog 0.061428 True
1 666029285002620928 https://pbs.twimg.com/media/CT42GRgUYAA5iDo.jpg 1 redbone 0.506826 True miniature_pinscher 0.074192 True Rhodesian_ridgeback 0.072010 True
2 666033412701032449 https://pbs.twimg.com/media/CT4521TWwAEvMyu.jpg 1 German_shepherd 0.596461 True malinois 0.138584 True bloodhound 0.116197 True
3 666044226329800704 https://pbs.twimg.com/media/CT5Dr8HUEAA-lEu.jpg 1 Rhodesian_ridgeback 0.408143 True redbone 0.360687 True miniature_pinscher 0.222752 True
4 666049248165822465 https://pbs.twimg.com/media/CT5IQmsXIAAKY4A.jpg 1 miniature_pinscher 0.560311 True Rottweiler 0.243682 True Doberman 0.154629 True
In [26]:
image_predictions.shape
Out[26]:
(2075, 12)
In [27]:
image_predictions.sample(10)
Out[27]:
tweet_id jpg_url img_num p1 p1_conf p1_dog p2 p2_conf p2_dog p3 p3_conf p3_dog
1580 796387464403357696 https://pbs.twimg.com/media/Cw1WKu1UQAAvWsu.jpg 1 Pekinese 0.461164 True Pomeranian 0.288650 True Siamese_cat 0.052423 False
794 690932576555528194 https://pbs.twimg.com/media/CZavgf4WkAARpFM.jpg 1 snorkel 0.526536 False muzzle 0.048089 False scuba_diver 0.034226 False
241 670444955656130560 https://pbs.twimg.com/media/CU3mITUWIAAfyQS.jpg 1 English_springer 0.403698 True Brittany_spaniel 0.347609 True Welsh_springer_spaniel 0.137186 True
1061 715200624753819648 https://pbs.twimg.com/media/CeznK6IWEAEFUPq.jpg 1 Chihuahua 0.956787 True beagle 0.008383 True Labrador_retriever 0.008344 True
870 697881462549430272 https://pbs.twimg.com/media/Ca9feqDUAAA_z7T.jpg 1 washbasin 0.176423 False paper_towel 0.167462 False toilet_tissue 0.098029 False
78 667443425659232256 https://pbs.twimg.com/media/CUM8QZwW4AAVsBl.jpg 1 goose 0.980815 False drake 0.006918 False hen 0.005255 False
1591 798665375516884993 https://pbs.twimg.com/media/CVMOlMiWwAA4Yxl.jpg 1 chow 0.243529 True hamster 0.227150 False Pomeranian 0.056057 True
1910 853299958564483072 https://pbs.twimg.com/media/C9eHyF7XgAAOxPM.jpg 1 grille 0.652280 False beach_wagon 0.112846 False convertible 0.086252 False
639 681297372102656000 https://pbs.twimg.com/media/CXR0WJ_W8AMd_O8.jpg 1 Lhasa 0.482401 True Shih-Tzu 0.113672 True Pomeranian 0.096229 True
1345 759159934323924993 https://pbs.twimg.com/media/CU1zsMSUAAAS0qW.jpg 1 Irish_terrier 0.254856 True briard 0.227716 True soft-coated_wheaten_terrier 0.223263 True
In [28]:
image_predictions.info
Out[28]:
<bound method DataFrame.info of                 tweet_id                                          jpg_url  \
0     666020888022790149  https://pbs.twimg.com/media/CT4udn0WwAA0aMy.jpg   
1     666029285002620928  https://pbs.twimg.com/media/CT42GRgUYAA5iDo.jpg   
2     666033412701032449  https://pbs.twimg.com/media/CT4521TWwAEvMyu.jpg   
3     666044226329800704  https://pbs.twimg.com/media/CT5Dr8HUEAA-lEu.jpg   
4     666049248165822465  https://pbs.twimg.com/media/CT5IQmsXIAAKY4A.jpg   
...                  ...                                              ...   
2070  891327558926688256  https://pbs.twimg.com/media/DF6hr6BUMAAzZgT.jpg   
2071  891689557279858688  https://pbs.twimg.com/media/DF_q7IAWsAEuuN8.jpg   
2072  891815181378084864  https://pbs.twimg.com/media/DGBdLU1WsAANxJ9.jpg   
2073  892177421306343426  https://pbs.twimg.com/media/DGGmoV4XsAAUL6n.jpg   
2074  892420643555336193  https://pbs.twimg.com/media/DGKD1-bXoAAIAUK.jpg   

      img_num                      p1   p1_conf  p1_dog                  p2  \
0           1  Welsh_springer_spaniel  0.465074    True              collie   
1           1                 redbone  0.506826    True  miniature_pinscher   
2           1         German_shepherd  0.596461    True            malinois   
3           1     Rhodesian_ridgeback  0.408143    True             redbone   
4           1      miniature_pinscher  0.560311    True          Rottweiler   
...       ...                     ...       ...     ...                 ...   
2070        2                  basset  0.555712    True    English_springer   
2071        1             paper_towel  0.170278   False  Labrador_retriever   
2072        1               Chihuahua  0.716012    True            malamute   
2073        1               Chihuahua  0.323581    True            Pekinese   
2074        1                  orange  0.097049   False               bagel   

       p2_conf  p2_dog                           p3   p3_conf  p3_dog  
0     0.156665    True            Shetland_sheepdog  0.061428    True  
1     0.074192    True          Rhodesian_ridgeback  0.072010    True  
2     0.138584    True                   bloodhound  0.116197    True  
3     0.360687    True           miniature_pinscher  0.222752    True  
4     0.243682    True                     Doberman  0.154629    True  
...        ...     ...                          ...       ...     ...  
2070  0.225770    True  German_short-haired_pointer  0.175219    True  
2071  0.168086    True                      spatula  0.040836   False  
2072  0.078253    True                       kelpie  0.031379    True  
2073  0.090647    True                     papillon  0.068957    True  
2074  0.085851   False                       banana  0.076110   False  

[2075 rows x 12 columns]>
In [29]:
image_predictions.img_num.unique()
Out[29]:
array([1, 4, 2, 3], dtype=int64)
In [30]:
sum(image_predictions.jpg_url.duplicated()==True)
Out[30]:
66
In [31]:
sum(image_predictions.duplicated())
Out[31]:
0
In [32]:
image_predictions['img_num'].value_counts()
Out[32]:
1    1780
2     198
3      66
4      31
Name: img_num, dtype: int64
In [33]:
image_predictions.describe()
Out[33]:
tweet_id img_num p1_conf p2_conf p3_conf
count 2.075000e+03 2075.000000 2075.000000 2.075000e+03 2.075000e+03
mean 7.384514e+17 1.203855 0.594548 1.345886e-01 6.032417e-02
std 6.785203e+16 0.561875 0.271174 1.006657e-01 5.090593e-02
min 6.660209e+17 1.000000 0.044333 1.011300e-08 1.740170e-10
25% 6.764835e+17 1.000000 0.364412 5.388625e-02 1.622240e-02
50% 7.119988e+17 1.000000 0.588230 1.181810e-01 4.944380e-02
75% 7.932034e+17 1.000000 0.843855 1.955655e-01 9.180755e-02
max 8.924206e+17 4.000000 1.000000 4.880140e-01 2.734190e-01

Observations For Tweet Image Predictions¶

Quality¶

* Some column names contain '_' and '-' instead of spaces
* Some names start with an uppercase while some start with a lowercase

c. Assessing Twitter API¶

In [34]:
tweets_info.head()
Out[34]:
id retweet_count favourite_count
0 892420643555336193 6965 NaN
1 892177421306343426 5269 NaN
2 891815181378084864 3463 NaN
3 891689557279858688 7190 NaN
4 891327558926688256 7710 NaN
In [35]:
tweets_info.tail()
Out[35]:
id retweet_count favourite_count
2321 666049248165822465 36 NaN
2322 666044226329800704 114 NaN
2323 666033412701032449 36 NaN
2324 666029285002620928 39 NaN
2325 666020888022790149 419 NaN
In [36]:
tweets_info.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 2326 entries, 0 to 2325
Data columns (total 3 columns):
 #   Column           Non-Null Count  Dtype  
---  ------           --------------  -----  
 0   id               2326 non-null   int64  
 1   retweet_count    2326 non-null   int64  
 2   favourite_count  0 non-null      float64
dtypes: float64(1), int64(2)
memory usage: 54.6 KB
In [37]:
tweets_info.describe()
Out[37]:
id retweet_count favourite_count
count 2.326000e+03 2326.000000 0.0
mean 7.418192e+17 2458.441531 NaN
std 6.821091e+16 4161.926695 NaN
min 6.660209e+17 1.000000 NaN
25% 6.780814e+17 493.250000 NaN
50% 7.180382e+17 1144.500000 NaN
75% 7.986600e+17 2847.500000 NaN
max 8.924206e+17 70278.000000 NaN
In [38]:
sum(tweets_info.duplicated())
Out[38]:
0

Observations For Twitter API¶

Quality¶

  • Missing data (the archive dataset has 2356 ids but only 2354 show up)

Clean¶

i. Twitter Archive¶

a. DataFrame Copy¶

In [39]:
twit_arc_copy= twit_arc.copy()
image_predic1= image_predictions.copy()
tweets_infoo= tweets_info.copy()

b. Drop unrequired columns¶

In [40]:
twit_arc_copy['dog_stage']=twit_arc_copy['text'].str.extract('(doggo|floofer|pupper|puppo)')
In [41]:
twit_arc_copy = twit_arc_copy.drop(columns=['doggo','floofer', 'pupper','puppo'])
twit_arc_copy.head()
Out[41]:
tweet_id in_reply_to_status_id in_reply_to_user_id timestamp source text retweeted_status_id retweeted_status_user_id retweeted_status_timestamp expanded_urls rating_numerator rating_denominator name dog_stage
0 892420643555336193 NaN NaN 2017-08-01 16:23:56 +0000 <a href="http://twitter.com/download/iphone" r... This is Phineas. He's a mystical boy. Only eve... NaN NaN NaN https://twitter.com/dog_rates/status/892420643... 13 10 Phineas NaN
1 892177421306343426 NaN NaN 2017-08-01 00:17:27 +0000 <a href="http://twitter.com/download/iphone" r... This is Tilly. She's just checking pup on you.... NaN NaN NaN https://twitter.com/dog_rates/status/892177421... 13 10 Tilly NaN
2 891815181378084864 NaN NaN 2017-07-31 00:18:03 +0000 <a href="http://twitter.com/download/iphone" r... This is Archie. He is a rare Norwegian Pouncin... NaN NaN NaN https://twitter.com/dog_rates/status/891815181... 12 10 Archie NaN
3 891689557279858688 NaN NaN 2017-07-30 15:58:51 +0000 <a href="http://twitter.com/download/iphone" r... This is Darla. She commenced a snooze mid meal... NaN NaN NaN https://twitter.com/dog_rates/status/891689557... 13 10 Darla NaN
4 891327558926688256 NaN NaN 2017-07-29 16:00:24 +0000 <a href="http://twitter.com/download/iphone" r... This is Franklin. He would like you to stop ca... NaN NaN NaN https://twitter.com/dog_rates/status/891327558... 12 10 Franklin NaN

c. Delete rows that represent retweets¶

In [42]:
twit_arc_copy = twit_arc_copy[twit_arc_copy.retweeted_status_id.isnull()]
twit_arc_copy.info()

<class 'pandas.core.frame.DataFrame'>
Int64Index: 2175 entries, 0 to 2355
Data columns (total 14 columns):
 #   Column                      Non-Null Count  Dtype  
---  ------                      --------------  -----  
 0   tweet_id                    2175 non-null   int64  
 1   in_reply_to_status_id       78 non-null     float64
 2   in_reply_to_user_id         78 non-null     float64
 3   timestamp                   2175 non-null   object 
 4   source                      2175 non-null   object 
 5   text                        2175 non-null   object 
 6   retweeted_status_id         0 non-null      float64
 7   retweeted_status_user_id    0 non-null      float64
 8   retweeted_status_timestamp  0 non-null      object 
 9   expanded_urls               2117 non-null   object 
 10  rating_numerator            2175 non-null   int64  
 11  rating_denominator          2175 non-null   int64  
 12  name                        2175 non-null   object 
 13  dog_stage                   364 non-null    object 
dtypes: float64(4), int64(3), object(7)
memory usage: 254.9+ KB

d. Convert invalid names to Nan¶

In [43]:
twit_arc_copy[twit_arc_copy.name.str.islower()==True]['name'].unique()
Out[43]:
array(['such', 'a', 'quite', 'not', 'one', 'incredibly', 'very', 'my',
       'his', 'an', 'actually', 'just', 'getting', 'mad', 'this',
       'unacceptable', 'all', 'old', 'infuriating', 'the', 'by',
       'officially', 'life', 'light', 'space'], dtype=object)
In [44]:
faulty = ['such', 'a', 'quite', 'not', 'one', 'incredibly', 'very', 'my',
       'his', 'an', 'actually', 'just', 'getting', 'mad', 'this',
       'unacceptable', 'all', 'old', 'infuriating', 'the', 'by',
       'officially', 'life', 'light', 'space']
In [45]:
for x in faulty:
    twit_arc_copy.name.replace(x, 'None', inplace= True)
In [46]:
twit_arc_copy.name.unique()
Out[46]:
array(['Phineas', 'Tilly', 'Archie', 'Darla', 'Franklin', 'None', 'Jax',
       'Zoey', 'Cassie', 'Koda', 'Bruno', 'Ted', 'Stuart', 'Oliver',
       'Jim', 'Zeke', 'Ralphus', 'Gerald', 'Jeffrey', 'Canela', 'Maya',
       'Mingus', 'Derek', 'Roscoe', 'Waffles', 'Jimbo', 'Maisey', 'Earl',
       'Lola', 'Kevin', 'Yogi', 'Noah', 'Bella', 'Grizzwald', 'Rusty',
       'Gus', 'Stanley', 'Alfy', 'Koko', 'Rey', 'Gary', 'Elliot', 'Louis',
       'Jesse', 'Romeo', 'Bailey', 'Duddles', 'Jack', 'Steven', 'Beau',
       'Snoopy', 'Shadow', 'Emmy', 'Aja', 'Penny', 'Dante', 'Nelly',
       'Ginger', 'Benedict', 'Venti', 'Goose', 'Nugget', 'Cash', 'Jed',
       'Sebastian', 'Sierra', 'Monkey', 'Harry', 'Kody', 'Lassie',
       'Rover', 'Napolean', 'Boomer', 'Cody', 'Rumble', 'Clifford',
       'Dewey', 'Scout', 'Gizmo', 'Walter', 'Cooper', 'Harold', 'Shikha',
       'Lili', 'Jamesy', 'Coco', 'Sammy', 'Meatball', 'Paisley', 'Albus',
       'Neptune', 'Belle', 'Quinn', 'Zooey', 'Dave', 'Jersey', 'Hobbes',
       'Burt', 'Lorenzo', 'Carl', 'Jordy', 'Milky', 'Trooper', 'Sophie',
       'Wyatt', 'Rosie', 'Thor', 'Oscar', 'Callie', 'Cermet', 'Marlee',
       'Arya', 'Einstein', 'Alice', 'Rumpole', 'Benny', 'Aspen', 'Jarod',
       'Wiggles', 'General', 'Sailor', 'Iggy', 'Snoop', 'Kyle', 'Leo',
       'Riley', 'Noosh', 'Odin', 'Jerry', 'Georgie', 'Rontu', 'Cannon',
       'Furzey', 'Daisy', 'Tuck', 'Barney', 'Vixen', 'Jarvis', 'Mimosa',
       'Pickles', 'Brady', 'Luna', 'Charlie', 'Margo', 'Sadie', 'Hank',
       'Tycho', 'Indie', 'Winnie', 'George', 'Bentley', 'Max', 'Dawn',
       'Maddie', 'Monty', 'Sojourner', 'Winston', 'Odie', 'Arlo',
       'Vincent', 'Lucy', 'Clark', 'Mookie', 'Meera', 'Ava', 'Eli', 'Ash',
       'Tucker', 'Tobi', 'Chester', 'Wilson', 'Sunshine', 'Lipton',
       'Bronte', 'Poppy', 'Gidget', 'Rhino', 'Willow', 'Orion', 'Eevee',
       'Smiley', 'Miguel', 'Emanuel', 'Kuyu', 'Dutch', 'Pete', 'Scooter',
       'Reggie', 'Lilly', 'Samson', 'Mia', 'Astrid', 'Malcolm', 'Dexter',
       'Alfie', 'Fiona', 'Mutt', 'Bear', 'Doobert', 'Beebop', 'Alexander',
       'Sailer', 'Brutus', 'Kona', 'Boots', 'Ralphie', 'Loki', 'Cupid',
       'Pawnd', 'Pilot', 'Ike', 'Mo', 'Toby', 'Sweet', 'Pablo', 'Nala',
       'Crawford', 'Gabe', 'Jimison', 'Duchess', 'Harlso', 'Sundance',
       'Luca', 'Flash', 'Sunny', 'Howie', 'Jazzy', 'Anna', 'Finn', 'Bo',
       'Wafer', 'Tom', 'Florence', 'Autumn', 'Buddy', 'Dido', 'Eugene',
       'Ken', 'Strudel', 'Tebow', 'Chloe', 'Timber', 'Binky', 'Moose',
       'Dudley', 'Comet', 'Akumi', 'Titan', 'Olivia', 'Alf', 'Oshie',
       'Chubbs', 'Sky', 'Atlas', 'Eleanor', 'Layla', 'Rocky', 'Baron',
       'Tyr', 'Bauer', 'Swagger', 'Brandi', 'Mary', 'Moe', 'Halo',
       'Augie', 'Craig', 'Sam', 'Hunter', 'Pavlov', 'Phil', 'Kyro',
       'Wallace', 'Ito', 'Seamus', 'Ollie', 'Stephan', 'Lennon', 'Major',
       'Duke', 'Sansa', 'Shooter', 'Django', 'Diogi', 'Sonny', 'Marley',
       'Severus', 'Ronnie', 'Milo', 'Bones', 'Mauve', 'Chef', 'Doc',
       'Peaches', 'Sobe', 'Longfellow', 'Mister', 'Iroh', 'Pancake',
       'Snicku', 'Ruby', 'Brody', 'Mack', 'Nimbus', 'Laika', 'Maximus',
       'Dobby', 'Moreton', 'Juno', 'Maude', 'Lily', 'Newt', 'Benji',
       'Nida', 'Robin', 'Monster', 'BeBe', 'Remus', 'Levi', 'Mabel',
       'Misty', 'Betty', 'Mosby', 'Maggie', 'Bruce', 'Happy', 'Ralphy',
       'Brownie', 'Rizzy', 'Stella', 'Butter', 'Frank', 'Tonks',
       'Lincoln', 'Rory', 'Logan', 'Dale', 'Rizzo', 'Arnie', 'Mattie',
       'Pinot', 'Dallas', 'Hero', 'Frankie', 'Stormy', 'Reginald',
       'Balto', 'Mairi', 'Loomis', 'Godi', 'Cali', 'Deacon', 'Timmy',
       'Sampson', 'Chipson', 'Combo', 'Oakley', 'Dash', 'Hercules', 'Jay',
       'Mya', 'Strider', 'Wesley', 'Solomon', 'Huck', 'O', 'Blue',
       'Anakin', 'Finley', 'Sprinkles', 'Heinrich', 'Shakespeare',
       'Chelsea', 'Bungalo', 'Chip', 'Grey', 'Roosevelt', 'Willem',
       'Davey', 'Dakota', 'Fizz', 'Dixie', 'Al', 'Jackson', 'Carbon',
       'Klein', 'DonDon', 'Kirby', 'Lou', 'Chevy', 'Tito', 'Philbert',
       'Louie', 'Rupert', 'Rufus', 'Brudge', 'Shadoe', 'Angel', 'Brat',
       'Tove', 'Gromit', 'Aubie', 'Kota', 'Leela', 'Glenn', 'Shelby',
       'Sephie', 'Bonaparte', 'Albert', 'Wishes', 'Rose', 'Theo', 'Rocco',
       'Fido', 'Emma', 'Spencer', 'Lilli', 'Boston', 'Brandonald',
       'Corey', 'Leonard', 'Beckham', 'Devón', 'Gert', 'Watson', 'Keith',
       'Dex', 'Ace', 'Tayzie', 'Grizzie', 'Fred', 'Gilbert', 'Meyer',
       'Zoe', 'Stewie', 'Calvin', 'Lilah', 'Spanky', 'Jameson', 'Piper',
       'Atticus', 'Blu', 'Dietrich', 'Divine', 'Tripp', 'Cora', 'Huxley',
       'Keurig', 'Bookstore', 'Linus', 'Abby', 'Shiloh', 'Gustav',
       'Arlen', 'Percy', 'Lenox', 'Sugar', 'Harvey', 'Blanket', 'Geno',
       'Stark', 'Beya', 'Kilo', 'Kayla', 'Maxaroni', 'Bell', 'Doug',
       'Edmund', 'Aqua', 'Theodore', 'Baloo', 'Chase', 'Nollie', 'Rorie',
       'Simba', 'Charles', 'Bayley', 'Axel', 'Storkson', 'Remy',
       'Chadrick', 'Kellogg', 'Buckley', 'Livvie', 'Terry', 'Hermione',
       'Ralpher', 'Aldrick', 'Larry', 'Rooney', 'Crystal', 'Ziva',
       'Stefan', 'Pupcasso', 'Puff', 'Flurpson', 'Coleman', 'Enchilada',
       'Raymond', 'Rueben', 'Cilantro', 'Karll', 'Sprout', 'Blitz',
       'Bloop', 'Colby', 'Lillie', 'Ashleigh', 'Kreggory', 'Sarge',
       'Luther', 'Ivar', 'Jangle', 'Schnitzel', 'Panda', 'Berkeley',
       'Ralphé', 'Charleson', 'Clyde', 'Harnold', 'Sid', 'Pippa', 'Otis',
       'Carper', 'Bowie', 'Alexanderson', 'Suki', 'Barclay', 'Skittle',
       'Ebby', 'Flávio', 'Smokey', 'Link', 'Jennifur', 'Ozzy', 'Bluebert',
       'Stephanus', 'Bubbles', 'Zeus', 'Bertson', 'Nico',
       'Michelangelope', 'Siba', 'Calbert', 'Curtis', 'Travis', 'Thumas',
       'Kanu', 'Lance', 'Opie', 'Stubert', 'Kane', 'Olive', 'Chuckles',
       'Staniel', 'Sora', 'Beemo', 'Gunner', 'Lacy', 'Tater', 'Olaf',
       'Cecil', 'Vince', 'Karma', 'Billy', 'Walker', 'Rodney', 'Klevin',
       'Malikai', 'Bobble', 'River', 'Jebberson', 'Remington', 'Farfle',
       'Jiminus', 'Harper', 'Clarkus', 'Finnegus', 'Cupcake', 'Kathmandu',
       'Ellie', 'Katie', 'Kara', 'Adele', 'Zara', 'Ambrose', 'Jimothy',
       'Bode', 'Terrenth', 'Reese', 'Chesterson', 'Lucia', 'Bisquick',
       'Ralphson', 'Socks', 'Rambo', 'Rudy', 'Fiji', 'Rilo', 'Bilbo',
       'Coopson', 'Yoda', 'Millie', 'Chet', 'Crouton', 'Daniel', 'Kaia',
       'Murphy', 'Dotsy', 'Eazy', 'Coops', 'Fillup', 'Miley', 'Charl',
       'Reagan', 'Yukon', 'CeCe', 'Cuddles', 'Claude', 'Jessiga',
       'Carter', 'Ole', 'Pherb', 'Blipson', 'Reptar', 'Trevith', 'Berb',
       'Bob', 'Colin', 'Brian', 'Oliviér', 'Grady', 'Kobe', 'Freddery',
       'Bodie', 'Dunkin', 'Wally', 'Tupawc', 'Amber', 'Herschel', 'Edgar',
       'Teddy', 'Kingsley', 'Brockly', 'Richie', 'Molly', 'Vinscent',
       'Cedrick', 'Hazel', 'Lolo', 'Eriq', 'Phred', 'Oddie', 'Maxwell',
       'Geoff', 'Covach', 'Durg', 'Fynn', 'Ricky', 'Herald', 'Lucky',
       'Ferg', 'Trip', 'Clarence', 'Hamrick', 'Brad', 'Pubert', 'Frönq',
       'Derby', 'Lizzie', 'Ember', 'Blakely', 'Opal', 'Marq', 'Kramer',
       'Barry', 'Tyrone', 'Gordon', 'Baxter', 'Mona', 'Horace', 'Crimson',
       'Birf', 'Hammond', 'Lorelei', 'Marty', 'Brooks', 'Petrick',
       'Hubertson', 'Gerbald', 'Oreo', 'Bruiser', 'Perry', 'Bobby',
       'Jeph', 'Obi', 'Tino', 'Kulet', 'Sweets', 'Lupe', 'Tiger',
       'Jiminy', 'Griffin', 'Banjo', 'Brandy', 'Lulu', 'Darrel', 'Taco',
       'Joey', 'Patrick', 'Kreg', 'Todo', 'Tess', 'Ulysses', 'Toffee',
       'Apollo', 'Carly', 'Asher', 'Glacier', 'Chuck', 'Champ', 'Ozzie',
       'Griswold', 'Cheesy', 'Moofasa', 'Hector', 'Goliath', 'Kawhi',
       'Emmie', 'Penelope', 'Willie', 'Rinna', 'Mike', 'William',
       'Dwight', 'Evy', 'Hurley', 'Rubio', 'Chompsky', 'Rascal', 'Linda',
       'Tug', 'Tango', 'Grizz', 'Jerome', 'Crumpet', 'Jessifer', 'Izzy',
       'Ralph', 'Sandy', 'Humphrey', 'Tassy', 'Juckson', 'Chuq', 'Tyrus',
       'Karl', 'Godzilla', 'Vinnie', 'Kenneth', 'Herm', 'Bert', 'Striker',
       'Donny', 'Pepper', 'Bernie', 'Buddah', 'Lenny', 'Arnold', 'Zuzu',
       'Mollie', 'Laela', 'Tedders', 'Superpup', 'Rufio', 'Jeb', 'Rodman',
       'Jonah', 'Chesney', 'Kenny', 'Henry', 'Bobbay', 'Mitch', 'Kaiya',
       'Acro', 'Aiden', 'Obie', 'Dot', 'Shnuggles', 'Kendall', 'Jeffri',
       'Steve', 'Eve', 'Mac', 'Fletcher', 'Kenzie', 'Pumpkin', 'Schnozz',
       'Gustaf', 'Cheryl', 'Ed', 'Leonidas', 'Norman', 'Caryl', 'Scott',
       'Taz', 'Darby', 'Jackie', 'Jazz', 'Franq', 'Pippin', 'Rolf',
       'Snickers', 'Ridley', 'Cal', 'Bradley', 'Bubba', 'Tuco', 'Patch',
       'Mojo', 'Batdog', 'Dylan', 'Mark', 'JD', 'Alejandro', 'Scruffers',
       'Pip', 'Julius', 'Tanner', 'Sparky', 'Anthony', 'Holly', 'Jett',
       'Amy', 'Sage', 'Andy', 'Mason', 'Trigger', 'Antony', 'Creg',
       'Traviss', 'Gin', 'Jeffrie', 'Danny', 'Ester', 'Pluto', 'Bloo',
       'Edd', 'Paull', 'Willy', 'Herb', 'Damon', 'Peanut', 'Nigel',
       'Butters', 'Sandra', 'Fabio', 'Randall', 'Liam', 'Tommy', 'Ben',
       'Raphael', 'Julio', 'Andru', 'Kloey', 'Shawwn', 'Skye', 'Kollin',
       'Ronduh', 'Billl', 'Saydee', 'Dug', 'Tessa', 'Sully', 'Kirk',
       'Ralf', 'Clarq', 'Jaspers', 'Samsom', 'Terrance', 'Harrison',
       'Chaz', 'Jeremy', 'Jaycob', 'Lambeau', 'Ruffles', 'Amélie', 'Bobb',
       'Banditt', 'Kevon', 'Winifred', 'Hanz', 'Churlie', 'Zeek',
       'Timofy', 'Maks', 'Jomathan', 'Kallie', 'Marvin', 'Spark',
       'Gòrdón', 'Jo', 'DayZ', 'Jareld', 'Torque', 'Ron', 'Skittles',
       'Cleopatricia', 'Erik', 'Stu', 'Tedrick', 'Shaggy', 'Filup',
       'Kial', 'Naphaniel', 'Dook', 'Hall', 'Philippe', 'Biden', 'Fwed',
       'Genevieve', 'Joshwa', 'Timison', 'Bradlay', 'Pipsy', 'Clybe',
       'Keet', 'Carll', 'Jockson', 'Josep', 'Lugan', 'Christoper'],
      dtype=object)
In [47]:
twit_arc_copy.rating_denominator= twit_arc_copy['rating_denominator']=10
In [48]:
twit_arc_copy.rating_denominator.unique()
Out[48]:
array([10], dtype=int64)

e. Coverting tweet_id to string¶

In [49]:
twit_arc_copy.tweet_id = twit_arc_copy.tweet_id.astype(str)
In [50]:
twit_arc_copy.info() 

<class 'pandas.core.frame.DataFrame'>
Int64Index: 2175 entries, 0 to 2355
Data columns (total 14 columns):
 #   Column                      Non-Null Count  Dtype  
---  ------                      --------------  -----  
 0   tweet_id                    2175 non-null   object 
 1   in_reply_to_status_id       78 non-null     float64
 2   in_reply_to_user_id         78 non-null     float64
 3   timestamp                   2175 non-null   object 
 4   source                      2175 non-null   object 
 5   text                        2175 non-null   object 
 6   retweeted_status_id         0 non-null      float64
 7   retweeted_status_user_id    0 non-null      float64
 8   retweeted_status_timestamp  0 non-null      object 
 9   expanded_urls               2117 non-null   object 
 10  rating_numerator            2175 non-null   int64  
 11  rating_denominator          2175 non-null   int64  
 12  name                        2175 non-null   object 
 13  dog_stage                   364 non-null    object 
dtypes: float64(4), int64(2), object(8)
memory usage: 254.9+ KB

f. Change timestamp coloumns to date¶

In [51]:
twit_arc_copy['timestamp']=pd.to_datetime(twit_arc_copy['timestamp'])
twit_arc_copy['retweeted_status_timestamp']=pd.to_datetime(twit_arc_copy['retweeted_status_timestamp'])

ii. Image Predictions¶

a.Capitalize First Alphabet Of p1, p2 and p3¶

In [52]:
image_predic1.p1 = image_predic1.p1.str.capitalize()
image_predic1.p2 = image_predic1.p2.str.capitalize()
image_predic1.p3 = image_predic1.p3.str.capitalize()
In [53]:
image_predic1.head()
Out[53]:
tweet_id jpg_url img_num p1 p1_conf p1_dog p2 p2_conf p2_dog p3 p3_conf p3_dog
0 666020888022790149 https://pbs.twimg.com/media/CT4udn0WwAA0aMy.jpg 1 Welsh_springer_spaniel 0.465074 True Collie 0.156665 True Shetland_sheepdog 0.061428 True
1 666029285002620928 https://pbs.twimg.com/media/CT42GRgUYAA5iDo.jpg 1 Redbone 0.506826 True Miniature_pinscher 0.074192 True Rhodesian_ridgeback 0.072010 True
2 666033412701032449 https://pbs.twimg.com/media/CT4521TWwAEvMyu.jpg 1 German_shepherd 0.596461 True Malinois 0.138584 True Bloodhound 0.116197 True
3 666044226329800704 https://pbs.twimg.com/media/CT5Dr8HUEAA-lEu.jpg 1 Rhodesian_ridgeback 0.408143 True Redbone 0.360687 True Miniature_pinscher 0.222752 True
4 666049248165822465 https://pbs.twimg.com/media/CT5IQmsXIAAKY4A.jpg 1 Miniature_pinscher 0.560311 True Rottweiler 0.243682 True Doberman 0.154629 True

b. Replce '-' And '_' With Spaces¶

In [54]:
image_predic1.p1 = image_predic1.p1.str.replace('-',' ')
image_predic1.p2 = image_predic1.p2.str.replace('-',' ')
image_predic1.p3 = image_predic1.p3.str.replace('-',' ')
In [55]:
image_predic1.p1 = image_predic1.p1.str.replace('_',' ')
image_predic1.p2 = image_predic1.p2.str.replace('_',' ')
image_predic1.p3 = image_predic1.p3.str.replace('_',' ')
In [56]:
image_predic1.head()
Out[56]:
tweet_id jpg_url img_num p1 p1_conf p1_dog p2 p2_conf p2_dog p3 p3_conf p3_dog
0 666020888022790149 https://pbs.twimg.com/media/CT4udn0WwAA0aMy.jpg 1 Welsh springer spaniel 0.465074 True Collie 0.156665 True Shetland sheepdog 0.061428 True
1 666029285002620928 https://pbs.twimg.com/media/CT42GRgUYAA5iDo.jpg 1 Redbone 0.506826 True Miniature pinscher 0.074192 True Rhodesian ridgeback 0.072010 True
2 666033412701032449 https://pbs.twimg.com/media/CT4521TWwAEvMyu.jpg 1 German shepherd 0.596461 True Malinois 0.138584 True Bloodhound 0.116197 True
3 666044226329800704 https://pbs.twimg.com/media/CT5Dr8HUEAA-lEu.jpg 1 Rhodesian ridgeback 0.408143 True Redbone 0.360687 True Miniature pinscher 0.222752 True
4 666049248165822465 https://pbs.twimg.com/media/CT5IQmsXIAAKY4A.jpg 1 Miniature pinscher 0.560311 True Rottweiler 0.243682 True Doberman 0.154629 True

Twitter API¶

Rows with missing entries were deleted earlier¶

In [57]:
sum(tweets_info.retweet_count.isnull())
Out[57]:
0

Renaming Columns¶

In [58]:
tweets_info.rename(columns={'id':'tweet_id', 'favorite_counts':'likes','retweet_counts':'retweets'}, inplace = True)
In [59]:
tweets_info.head()
Out[59]:
tweet_id retweet_count favourite_count
0 892420643555336193 6965 NaN
1 892177421306343426 5269 NaN
2 891815181378084864 3463 NaN
3 891689557279858688 7190 NaN
4 891327558926688256 7710 NaN
In [60]:
tweets_info.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 2326 entries, 0 to 2325
Data columns (total 3 columns):
 #   Column           Non-Null Count  Dtype  
---  ------           --------------  -----  
 0   tweet_id         2326 non-null   int64  
 1   retweet_count    2326 non-null   int64  
 2   favourite_count  0 non-null      float64
dtypes: float64(1), int64(2)
memory usage: 54.6 KB

Change format type from num to string¶

In [61]:
twit_arc_copy['tweet_id']= twit_arc_copy['tweet_id'].astype('str')
image_predic1['tweet_id']= image_predic1['tweet_id'].astype('str')
tweets_info['tweet_id']= tweets_info['tweet_id'].astype('str')
In [62]:
type(twit_arc_copy['tweet_id'].iloc[0])
type(image_predic1['tweet_id'].iloc[0])
type(tweets_info['tweet_id'].iloc[0])
Out[62]:
str

Combine the datasets¶

In [63]:
df_merge= pd.merge(twit_arc_copy, image_predic1, on=['tweet_id'], how= 'inner')
df_merge= pd.merge(df_merge, tweets_info, on=['tweet_id'], how= 'inner')
In [64]:
df_merge.info()

<class 'pandas.core.frame.DataFrame'>
Int64Index: 1985 entries, 0 to 1984
Data columns (total 27 columns):
 #   Column                      Non-Null Count  Dtype              
---  ------                      --------------  -----              
 0   tweet_id                    1985 non-null   object             
 1   in_reply_to_status_id       23 non-null     float64            
 2   in_reply_to_user_id         23 non-null     float64            
 3   timestamp                   1985 non-null   datetime64[ns, UTC]
 4   source                      1985 non-null   object             
 5   text                        1985 non-null   object             
 6   retweeted_status_id         0 non-null      float64            
 7   retweeted_status_user_id    0 non-null      float64            
 8   retweeted_status_timestamp  0 non-null      datetime64[ns]     
 9   expanded_urls               1985 non-null   object             
 10  rating_numerator            1985 non-null   int64              
 11  rating_denominator          1985 non-null   int64              
 12  name                        1985 non-null   object             
 13  dog_stage                   324 non-null    object             
 14  jpg_url                     1985 non-null   object             
 15  img_num                     1985 non-null   int64              
 16  p1                          1985 non-null   object             
 17  p1_conf                     1985 non-null   float64            
 18  p1_dog                      1985 non-null   bool               
 19  p2                          1985 non-null   object             
 20  p2_conf                     1985 non-null   float64            
 21  p2_dog                      1985 non-null   bool               
 22  p3                          1985 non-null   object             
 23  p3_conf                     1985 non-null   float64            
 24  p3_dog                      1985 non-null   bool               
 25  retweet_count               1985 non-null   int64              
 26  favourite_count             0 non-null      float64            
dtypes: bool(3), datetime64[ns, UTC](1), datetime64[ns](1), float64(8), int64(4), object(10)
memory usage: 393.5+ KB

Rename columns¶

In [65]:
df_merge.rename(columns={'rating_numerator':'numerator','rating_denominator':'denominator'}, inplace= True)

Drop unrequired columns¶

In [66]:
df_merge.drop(['retweeted_status_id','retweeted_status_timestamp','retweeted_status_user_id'],axis= 1, inplace= True)
In [67]:
pd.set_option('display.max_columns', None)
In [68]:
df_merge.head()
Out[68]:
tweet_id in_reply_to_status_id in_reply_to_user_id timestamp source text expanded_urls numerator denominator name dog_stage jpg_url img_num p1 p1_conf p1_dog p2 p2_conf p2_dog p3 p3_conf p3_dog retweet_count favourite_count
0 892420643555336193 NaN NaN 2017-08-01 16:23:56+00:00 <a href="http://twitter.com/download/iphone" r... This is Phineas. He's a mystical boy. Only eve... https://twitter.com/dog_rates/status/892420643... 13 10 Phineas NaN https://pbs.twimg.com/media/DGKD1-bXoAAIAUK.jpg 1 Orange 0.097049 False Bagel 0.085851 False Banana 0.076110 False 6965 NaN
1 892177421306343426 NaN NaN 2017-08-01 00:17:27+00:00 <a href="http://twitter.com/download/iphone" r... This is Tilly. She's just checking pup on you.... https://twitter.com/dog_rates/status/892177421... 13 10 Tilly NaN https://pbs.twimg.com/media/DGGmoV4XsAAUL6n.jpg 1 Chihuahua 0.323581 True Pekinese 0.090647 True Papillon 0.068957 True 5269 NaN
2 891815181378084864 NaN NaN 2017-07-31 00:18:03+00:00 <a href="http://twitter.com/download/iphone" r... This is Archie. He is a rare Norwegian Pouncin... https://twitter.com/dog_rates/status/891815181... 12 10 Archie NaN https://pbs.twimg.com/media/DGBdLU1WsAANxJ9.jpg 1 Chihuahua 0.716012 True Malamute 0.078253 True Kelpie 0.031379 True 3463 NaN
3 891689557279858688 NaN NaN 2017-07-30 15:58:51+00:00 <a href="http://twitter.com/download/iphone" r... This is Darla. She commenced a snooze mid meal... https://twitter.com/dog_rates/status/891689557... 13 10 Darla NaN https://pbs.twimg.com/media/DF_q7IAWsAEuuN8.jpg 1 Paper towel 0.170278 False Labrador retriever 0.168086 True Spatula 0.040836 False 7190 NaN
4 891327558926688256 NaN NaN 2017-07-29 16:00:24+00:00 <a href="http://twitter.com/download/iphone" r... This is Franklin. He would like you to stop ca... https://twitter.com/dog_rates/status/891327558... 12 10 Franklin NaN https://pbs.twimg.com/media/DF6hr6BUMAAzZgT.jpg 2 Basset 0.555712 True English springer 0.225770 True German short haired pointer 0.175219 True 7710 NaN

Storing Data¶

In [69]:
df_merge.to_csv('twitter_archive_master.csv', encoding='utf-8', index= False)
wrangled_project= pd.read_csv('twitter_archive_master.csv')
In [70]:
wrangled_project.head()
Out[70]:
tweet_id in_reply_to_status_id in_reply_to_user_id timestamp source text expanded_urls numerator denominator name dog_stage jpg_url img_num p1 p1_conf p1_dog p2 p2_conf p2_dog p3 p3_conf p3_dog retweet_count favourite_count
0 892420643555336193 NaN NaN 2017-08-01 16:23:56+00:00 <a href="http://twitter.com/download/iphone" r... This is Phineas. He's a mystical boy. Only eve... https://twitter.com/dog_rates/status/892420643... 13 10 Phineas NaN https://pbs.twimg.com/media/DGKD1-bXoAAIAUK.jpg 1 Orange 0.097049 False Bagel 0.085851 False Banana 0.076110 False 6965 NaN
1 892177421306343426 NaN NaN 2017-08-01 00:17:27+00:00 <a href="http://twitter.com/download/iphone" r... This is Tilly. She's just checking pup on you.... https://twitter.com/dog_rates/status/892177421... 13 10 Tilly NaN https://pbs.twimg.com/media/DGGmoV4XsAAUL6n.jpg 1 Chihuahua 0.323581 True Pekinese 0.090647 True Papillon 0.068957 True 5269 NaN
2 891815181378084864 NaN NaN 2017-07-31 00:18:03+00:00 <a href="http://twitter.com/download/iphone" r... This is Archie. He is a rare Norwegian Pouncin... https://twitter.com/dog_rates/status/891815181... 12 10 Archie NaN https://pbs.twimg.com/media/DGBdLU1WsAANxJ9.jpg 1 Chihuahua 0.716012 True Malamute 0.078253 True Kelpie 0.031379 True 3463 NaN
3 891689557279858688 NaN NaN 2017-07-30 15:58:51+00:00 <a href="http://twitter.com/download/iphone" r... This is Darla. She commenced a snooze mid meal... https://twitter.com/dog_rates/status/891689557... 13 10 Darla NaN https://pbs.twimg.com/media/DF_q7IAWsAEuuN8.jpg 1 Paper towel 0.170278 False Labrador retriever 0.168086 True Spatula 0.040836 False 7190 NaN
4 891327558926688256 NaN NaN 2017-07-29 16:00:24+00:00 <a href="http://twitter.com/download/iphone" r... This is Franklin. He would like you to stop ca... https://twitter.com/dog_rates/status/891327558... 12 10 Franklin NaN https://pbs.twimg.com/media/DF6hr6BUMAAzZgT.jpg 2 Basset 0.555712 True English springer 0.225770 True German short haired pointer 0.175219 True 7710 NaN
In [71]:
tweets_infoo.head()
Out[71]:
id retweet_count favourite_count
0 892420643555336193 6965 NaN
1 892177421306343426 5269 NaN
2 891815181378084864 3463 NaN
3 891689557279858688 7190 NaN
4 891327558926688256 7710 NaN

Data Visualizing¶

i. Relationship Between Favourite_count and Retweet_count¶

In [72]:
plt.figure(figsize=(12,10))
g = sns.boxplot(x='dog_stage', y= 'retweet_count', data= wrangled_project, palette= 'summer')
g.axes.set_title('Boxplot Between Dog Stages And Retweets', fontsize=20);

Analysis¶

  • There are more dogs in puppo category
  • There are more retweets in doggo category

ii. Top 10 Most Popular Dog Breeds¶

In [73]:
top_10 = wrangled_project[["retweet_count", "p3"]].sort_values(["retweet_count"], ascending=False)[:10]   
top_10
fig = px.scatter(top_10, y= 'p3', x='retweet_count', hover_data = top_10[[ 'p3']], color='p3',
                 title = "Top 10 Most Popular Dog Breeds")
fig.show()

Analysis¶

  • 'Whippet is the most retweeted dog breed

iii. Amount of Each Dog Stage¶

In [74]:
stages_df = twit_arc_copy.dog_stage.value_counts()
In [75]:
stages_df
Out[75]:
pupper     244
doggo       84
puppo       32
floofer      4
Name: dog_stage, dtype: int64
In [76]:
plt.pie(stages_df, labels = ['Pupper','Doggo','Puppo','Floofer'], 
        autopct='%0.0f%%', 
        shadow= False, 
        explode = (0.1, 0.3, 0.2,0.1)
       )
plt.title("Dog Stage Percentage Analysis")
plt.axis('equal')
Out[76]:
(-1.165876169601229,
 1.2978022032445204,
 -1.4422260093804462,
 1.2079709947465178)

Analysis¶

  • Pupper has the highest percentage
  • Floofer has the least percentage
In [ ]: